{"id":"W4401207595","doi":"10.5406/23300841.69.3.21","title":"Contributors","year":2024,"lang":"en","type":"article","venue":"The Polish Review","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":["insufficient_payload"],"category_scores_codex":[0.001784926,0.0008606529,0.0007784179,0.002670399,0.002721704,0.007891663,0.002489676,0.002730499,0.6262906],"category_scores_gemma":[0.01185095,0.0003644844,0.0006231299,0.002909567,0.000819205,0.005071643,0.004014998,0.002564565,0.4668973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002796269,"about_ca_system_score_gemma":0.004858351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00249574,"about_ca_topic_score_gemma":0.003557382,"domain_scores_codex":[0.9975394,0.0003123126,0.0001267596,0.0004752709,0.001219905,0.0003263502],"domain_scores_gemma":[0.99249,0.0007699725,0.0002072823,0.0007672677,0.004152164,0.001613297],"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":[0.00001017665,0.000007928997,0.00005509476,0.00007167588,0.00000128255,0.00002598603,0.000065491,0.00001879694,0.0000440906,0.005068848,0.9641339,0.0304968],"study_design_scores_gemma":[0.000001699351,0.000002699157,0.00007890516,0.00006443202,6.413824e-7,0.00002448567,0.00007879544,0.000008512684,0.00001622906,0.0007416579,0.9989799,0.00000189134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006970237,0.00751953,0.001865918,0.02936493,0.05938514,0.000308409,0.004710033,0.001292186,0.8948568],"genre_scores_gemma":[0.002742658,0.004124646,0.0009257029,0.0057321,0.006482335,0.0001397907,0.003177234,0.0005556638,0.9761198],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3737094,"threshold_uncertainty_score":0.533051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682596672047047,"score_gpt":0.2439710783672164,"score_spread":0.227145111646746,"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."}}