{"id":"W2995369651","doi":"10.7202/1065738ar","title":"“We did it just for fun”","year":2019,"lang":"en","type":"article","venue":"Ontario History","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amateur; Consumerism; Port (circuit theory); Movie theater; Feature film; Race (biology); Art history; Feature (linguistics); Media studies; History; Sociology; Art; Environmental ethics; Law; Political science; Gender studies; Engineering; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001289788,0.000102529,0.0003006547,0.00009100512,0.00004288388,0.000005351591,0.0001038244,0.00005623533,0.003627268],"category_scores_gemma":[0.00002748824,0.0001156928,0.0001234198,0.00002456537,0.00002744081,0.00007617698,0.00002741631,0.00008812483,0.002192213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298599,"about_ca_system_score_gemma":0.00007260941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00893719,"about_ca_topic_score_gemma":0.07060731,"domain_scores_codex":[0.999271,0.000001641658,0.0002440631,0.0002649061,0.00001935372,0.0001990326],"domain_scores_gemma":[0.9995492,0.00003811299,0.0001174979,0.0002307705,0.00001511906,0.000049376],"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":[0.0000396125,0.00007722057,0.07992296,0.00008906882,0.00006510175,0.000001838526,0.0172001,0.00000346701,0.00004339778,0.05300072,0.8488287,0.0007278481],"study_design_scores_gemma":[0.0005345368,0.00007022058,0.01030957,0.000008905614,0.000006861026,6.717764e-7,0.0001806188,0.0000119792,0.00000491732,0.0008967174,0.9878208,0.0001542028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2520623,0.02075227,0.0002379616,0.002808918,0.009466143,0.0005972021,0.00005567617,0.00005260568,0.7139669],"genre_scores_gemma":[0.2476717,0.0002497865,0.000616094,0.001232046,0.0002307282,0.00008343855,0.00002011443,0.00002633833,0.7498697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1389921,"threshold_uncertainty_score":0.9985847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08332705474766587,"score_gpt":0.2179855487005434,"score_spread":0.1346584939528775,"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."}}