{"id":"W4407300718","doi":"10.5406/23300841.70.1.17","title":"Contributors","year":2025,"lang":"en","type":"article","venue":"The Polish Review","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.001743743,0.0008457808,0.0007242164,0.002931567,0.002556833,0.007302585,0.002068009,0.002326979,0.5267773],"category_scores_gemma":[0.01030889,0.0003671694,0.0005611585,0.002845063,0.000684716,0.004358033,0.003677106,0.002386471,0.3967771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441694,"about_ca_system_score_gemma":0.00370967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00195545,"about_ca_topic_score_gemma":0.002835101,"domain_scores_codex":[0.9975544,0.0002683121,0.0001252984,0.0004279918,0.001322855,0.0003012223],"domain_scores_gemma":[0.9918652,0.000644397,0.0001934281,0.0007427008,0.00460048,0.00195381],"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":[0.00001037296,0.000009003609,0.00004894717,0.0000560937,0.000001035576,0.00002636601,0.00005996109,0.00001446746,0.00005866042,0.002521136,0.964912,0.03228193],"study_design_scores_gemma":[0.000001649271,0.00000261417,0.00008194524,0.00004046877,5.592589e-7,0.00002343799,0.00006707409,0.00000753614,0.00002004825,0.0004292974,0.999324,0.00000144643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008420979,0.007540972,0.002047155,0.02868504,0.1045958,0.0004731613,0.003723009,0.001304654,0.8507882],"genre_scores_gemma":[0.002387452,0.003352853,0.0008637053,0.004310861,0.008833927,0.0001596747,0.00239991,0.0004009127,0.9772907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4732227,"threshold_uncertainty_score":0.6749948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986791423063651,"score_gpt":0.2657048660455061,"score_spread":0.2358369518148696,"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."}}