{"id":"W2085029839","doi":"10.7202/1027441ar","title":"Pulling Apart the Apparatus","year":2014,"lang":"en","type":"article","venue":"Recherches sémiotiques","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Assertion; Embodied cognition; Scholarship; Confusion; Identity (music); Rendering (computer graphics); Film theory; Epistemology; Sociology; Aesthetics; Linguistics; Psychology; Art; Computer science; Visual arts; Philosophy; Movie theater; Psychoanalysis; Law; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167985,0.0001257448,0.000293181,0.00005803351,0.0001187956,0.0000515795,0.0002102642,0.0001095369,0.0000583361],"category_scores_gemma":[0.0007627787,0.00009828591,0.00009950875,0.0001388329,0.00007472201,0.00007935992,0.00005441295,0.000245079,0.0005391139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007450761,"about_ca_system_score_gemma":0.00001145248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002227024,"about_ca_topic_score_gemma":0.0000997504,"domain_scores_codex":[0.9990823,0.00006425519,0.0003112412,0.0002557649,0.00002613769,0.0002602758],"domain_scores_gemma":[0.9990747,0.0004121768,0.0001233366,0.0003116257,0.00002585894,0.00005232846],"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":[0.00001814753,0.0000898423,0.045136,0.00006877138,0.0001264921,0.000001354653,0.005565769,0.00002864754,0.0001945874,0.9005484,0.03507749,0.01314452],"study_design_scores_gemma":[0.0002268945,0.00007001856,0.01216033,0.00002636115,0.000009495811,0.00000385234,0.000248039,0.001133219,0.001728336,0.2351575,0.7489621,0.0002738101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1988377,0.01917881,0.01727065,0.01971767,0.001311263,0.0004772417,0.0000173016,0.0003174476,0.7428719],"genre_scores_gemma":[0.9848928,0.001907486,0.002625852,0.001131282,0.0005716131,0.00004666284,0.000004507531,0.00002493012,0.008794815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7860551,"threshold_uncertainty_score":0.6929399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1542298755468445,"score_gpt":0.2947765072292483,"score_spread":0.1405466316824038,"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."}}