{"id":"W4403672973","doi":"10.1002/fsh.11182","title":"Get Started with A Bang!","year":2024,"lang":"en","type":"article","venue":"Fisheries","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.004676961,0.001357482,0.000967993,0.001340619,0.006680588,0.01095431,0.001446446,0.00759779,0.1754394],"category_scores_gemma":[0.01991065,0.0004996982,0.001587735,0.001312696,0.003913742,0.01284887,0.00965136,0.01292596,0.09107671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002459587,"about_ca_system_score_gemma":0.01083073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074806,"about_ca_topic_score_gemma":0.02236761,"domain_scores_codex":[0.996635,0.0006967363,0.0001196934,0.0002245576,0.001152799,0.001171223],"domain_scores_gemma":[0.9831041,0.001500394,0.0004911479,0.000734125,0.003727497,0.01044267],"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":[0.00007248312,0.0001163937,0.001400323,0.0002230271,0.00001949874,0.0001611851,0.0008713425,0.00002309239,0.0002794909,0.004885519,0.9178188,0.07412875],"study_design_scores_gemma":[0.00003484641,0.0001415335,0.005016621,0.000674132,0.00001953931,0.0002699465,0.00769542,0.00002708856,0.0001855013,0.00957201,0.976312,0.00005128059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004587701,0.01354598,0.001666656,0.7377682,0.07253601,0.0001252477,0.0006643035,0.00113314,0.1679727],"genre_scores_gemma":[0.04345884,0.0108737,0.004081767,0.3603399,0.01733606,0.0002956096,0.000783066,0.001227336,0.5616037],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1754394,"threshold_uncertainty_score":0.5869032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05424723760805134,"score_gpt":0.3394035208386575,"score_spread":0.2851562832306062,"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."}}