{"id":"W4240990349","doi":"10.1186/s13750-017-0083-1","title":"The effectiveness of spawning habitat creation or enhancement for substrate spawning temperate fish: a systematic review protocol","year":2017,"lang":"en","type":"review","venue":"Environmental Evidence","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Carleton University","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Habitat; Fishery; Ecology; Population; Biodiversity; Substrate (aquarium); Temperate climate; Range (aeronautics); Marine habitats; Environmental resource management; Environmental science; Biology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004970207,0.0005995951,0.002136155,0.00003824221,0.001130618,0.00008866787,0.001069825,0.0001530402,0.0002782538],"category_scores_gemma":[0.001423534,0.0003531072,0.0004377841,0.000111598,0.000755709,0.0004740604,0.0007362174,0.0002351689,0.0002501833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006335854,"about_ca_system_score_gemma":0.00003824905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001217815,"about_ca_topic_score_gemma":0.0001235331,"domain_scores_codex":[0.9958307,0.001160942,0.001264995,0.0007670988,0.0004896726,0.0004866174],"domain_scores_gemma":[0.9939784,0.00304539,0.001892559,0.001008737,0.000007091354,0.00006783128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001152867,0.0000991104,0.000334196,0.9918177,0.0003272911,0.000007692333,0.00003023964,0.000006943211,0.00000816481,0.00003073899,0.001624894,0.00559778],"study_design_scores_gemma":[0.000372272,0.000529209,0.001363455,0.8169277,0.002723946,0.00001601587,0.00003835987,0.000007637287,0.00005863926,0.0000881825,0.1772611,0.0006135543],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001338282,0.7302389,0.0003002272,0.00006422647,0.000166437,0.2685236,0.00002751921,0.00002617823,0.0006395525],"genre_scores_gemma":[0.00004273904,0.6986655,0.0001369558,0.00006095546,0.00001847579,0.2994032,0.0000186491,0.00003342845,0.001620054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1756362,"threshold_uncertainty_score":0.9998921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06727675069332283,"score_gpt":0.3715719479355514,"score_spread":0.3042951972422285,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}