{"id":"W4253865306","doi":"10.1386/jams.1.1.181_4","title":"Film Reviews","year":2009,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media studies; Art; Political science; Economic history; Art history; History; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009274068,0.0001459592,0.001047237,0.0002518989,0.0000795294,0.00001401631,0.0001871187,0.00003255998,0.00006491454],"category_scores_gemma":[0.002883438,0.0001138184,0.0002423792,0.0002641967,0.00008838624,0.0001382009,0.00003232496,0.0001825019,0.0001248188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007424721,"about_ca_system_score_gemma":0.00001547705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002036411,"about_ca_topic_score_gemma":0.000008133778,"domain_scores_codex":[0.9984902,0.00001742439,0.001061437,0.0001361268,0.00006753735,0.0002272957],"domain_scores_gemma":[0.9984652,0.0001919111,0.0009640266,0.0001457012,0.0001282267,0.0001049083],"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":[0.00008893915,0.0003050889,0.0150175,0.0001034756,0.0006864931,0.0001287186,0.04745649,0.000008717988,0.00008212976,0.03295106,0.8647807,0.03839067],"study_design_scores_gemma":[0.0008127858,0.000495289,0.02740942,0.0001400878,0.00005253254,0.00004130133,0.006813582,0.000004147777,0.00004725374,0.03822996,0.9257103,0.0002433845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07920222,0.8364721,0.0002661779,0.02996176,0.004559911,0.0002723341,0.00002828747,0.00002556921,0.04921166],"genre_scores_gemma":[0.8453687,0.1485355,0.002358329,0.001189869,0.001485877,0.00000582142,6.09676e-7,0.00001137248,0.001043861],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7661665,"threshold_uncertainty_score":0.464138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08241548135682372,"score_gpt":0.2824309052728678,"score_spread":0.2000154239160441,"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."}}