{"id":"W4394289035","doi":"10.6084/m9.figshare.21427373","title":"Additional file 1 of What evidence exists for the use of urban forest management in nature-based carbon solutions and bird conservation. A systematic map protocol","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Protocol (science); Carbon fibers; Environmental science; Computer science; Environmental resource management; Algorithm; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004419778,0.001244223,0.001879899,0.00742483,0.001139317,0.002170603,0.002298663,0.002176483,0.5989015],"category_scores_gemma":[0.03830096,0.001030923,0.002444685,0.01136912,0.0005333414,0.002441263,0.002771748,0.001348237,0.06722823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00289007,"about_ca_system_score_gemma":0.007422395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04332241,"about_ca_topic_score_gemma":0.06893331,"domain_scores_codex":[0.9975615,0.0005826,0.0007366939,0.0005365023,0.0003091036,0.0002736251],"domain_scores_gemma":[0.9675983,0.02167476,0.002843575,0.001995969,0.005158447,0.000728999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001519447,0.00002794378,0.001443512,0.02213336,0.0001394383,0.00002655988,0.0001319631,0.0003077334,0.00006961672,0.001184767,0.9698595,0.004523796],"study_design_scores_gemma":[0.002518898,0.00007720914,0.01866662,0.02106797,0.0005541961,0.0001179016,0.00056586,0.0003709748,0.0002655716,0.005421277,0.9502568,0.0001166677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002836595,0.00003328019,0.00003536251,0.0000374776,0.000006494124,0.00006016984,0.9994581,0.00002113038,0.0003195929],"genre_scores_gemma":[0.001948292,0.0003216154,0.001916068,0.0003713071,0.00002599423,0.004282562,0.9881794,0.0001860663,0.002768669],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5989015,"threshold_uncertainty_score":0.5721184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09722036417193161,"score_gpt":0.2961006164896827,"score_spread":0.1988802523177511,"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."}}