{"id":"W7100641401","doi":"","title":"g i a r b in r d","year":2004,"lang":"en","type":"article","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Natural (archaeology); Ectotherm; Yield (engineering)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002572521,0.0002621613,0.0001833017,0.001435737,0.0007278195,0.0003136362,0.000501691,0.0002271059,0.01442296],"category_scores_gemma":[0.0004953062,0.00007059981,0.000227695,0.000893848,0.0002784251,0.0002532128,0.0004752963,0.0001768165,0.003963772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000719619,"about_ca_system_score_gemma":0.0006579207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1154292,"about_ca_topic_score_gemma":0.2895467,"domain_scores_codex":[0.9997676,0.00001602067,0.00001796859,0.000060449,0.00007507103,0.00006287751],"domain_scores_gemma":[0.9997144,0.00001921944,0.00009899423,0.00002689786,0.00007705708,0.00006327406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006352497,0.0001624313,0.6795372,0.0003572574,0.0003282633,0.0007566115,0.00089626,0.001465476,0.0161472,0.006049574,0.04526199,0.2484023],"study_design_scores_gemma":[0.00003291234,0.0002285485,0.8468618,0.0001334779,0.0001286899,0.00165038,0.0005284445,0.0007596727,0.003008426,0.0009489938,0.1456847,0.00003380058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8260812,0.003236847,0.005386946,0.0007082527,0.0002218192,0.0001988135,0.03247788,0.0005544213,0.1311338],"genre_scores_gemma":[0.9418963,0.0007453588,0.007667486,0.0004835126,0.00003868978,0.0001058315,0.01610844,0.00005550466,0.0328988],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.985577,"threshold_uncertainty_score":0.2295146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005109317781961238,"score_gpt":0.1981992190754977,"score_spread":0.1930899012935364,"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."}}