{"id":"W4281491474","doi":"10.32920/ifmj.v2i2.1579","title":"Abstract Machine","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filmmaking; Assemblage (archaeology); Transformative learning; Interactivity; Meaning (existential); Computer science; Process (computing); Social media; The Internet; Digital media; Sociology; Multimedia; Aesthetics; World Wide Web; Visual arts; Movie theater; Art; Epistemology; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213868,0.001276532,0.0009896641,0.001657766,0.001966522,0.007633741,0.00276009,0.002388119,0.1140319],"category_scores_gemma":[0.006512326,0.0005315895,0.001475687,0.001680196,0.003219418,0.009829689,0.004669323,0.00185633,0.05933175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484062,"about_ca_system_score_gemma":0.001668347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002909801,"about_ca_topic_score_gemma":0.00159223,"domain_scores_codex":[0.997094,0.0004888372,0.0002325349,0.001104572,0.0007802435,0.0002998638],"domain_scores_gemma":[0.9979209,0.000458339,0.0001317936,0.0008516118,0.0004736056,0.0001637092],"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":[0.0002448293,0.00006842642,0.00138964,0.0007352686,0.00006122782,0.0004971635,0.00107147,0.005976672,0.003233478,0.5509451,0.1374482,0.2983285],"study_design_scores_gemma":[0.00003713466,0.00006207697,0.0005268111,0.0002181616,0.00003923892,0.0005519911,0.0004350668,0.01406588,0.00292647,0.2327134,0.7483673,0.00005644572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008577781,0.002550657,0.4467938,0.006863632,0.002706058,0.0005306624,0.004423564,0.01643529,0.5111185],"genre_scores_gemma":[0.3179604,0.00484172,0.2585886,0.004692418,0.001828796,0.001190737,0.01419615,0.004082263,0.3926189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1140319,"threshold_uncertainty_score":0.3814749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401035874673533,"score_gpt":0.2336139244862704,"score_spread":0.209603565739535,"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."}}