{"id":"W7005022520","doi":"","title":"Pioneers of Canadian Science / Les Pionniers de la science canadienne","year":2023,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Subject (documents); Government (linguistics)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004286516,0.001078571,0.0006515336,0.003622298,0.01625242,0.00712589,0.001388696,0.002399543,0.04572985],"category_scores_gemma":[0.006272401,0.0004983252,0.0005401048,0.003567711,0.005110579,0.002107795,0.004124037,0.004350682,0.003385782],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07176676,"about_ca_system_score_gemma":0.1432403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.929992,"about_ca_topic_score_gemma":0.9754375,"domain_scores_codex":[0.9944751,0.0007335602,0.00009235024,0.000546333,0.002423271,0.00172939],"domain_scores_gemma":[0.9927892,0.0006813849,0.0003091345,0.000325031,0.002298622,0.00359665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002857331,0.0001328302,0.01225461,0.0003938588,0.00006187755,0.0006597742,0.00595145,0.0005380244,0.001398066,0.5155284,0.3420738,0.1207216],"study_design_scores_gemma":[0.00001622799,0.00001240635,0.009125499,0.00008935948,0.000007568772,0.00005399615,0.0009331309,0.00008337922,0.0002390668,0.003153231,0.9862683,0.00001787133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.04821786,0.04377747,0.002349494,0.1446594,0.009874829,0.0002452243,0.002391736,0.0003564823,0.7481275],"genre_scores_gemma":[0.2657492,0.01419738,0.002562173,0.00630581,0.001631779,0.0001160317,0.0006632861,0.0001701027,0.7086042],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9837476,"threshold_uncertainty_score":0.5207067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091758118909851,"score_gpt":0.2109037561872298,"score_spread":0.1899861749981313,"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."}}