{"id":"W2958867847","doi":"10.33178/alpha.17.11","title":"Surface and light","year":2019,"lang":"en","type":"article","venue":"Alphaville Journal of Film and Screen Media","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Situated; Dirt; Exhibition; Urbanity; Embodied cognition; Visual arts; Fantasy; Movie theater; Space (punctuation); Art; Aesthetics; Computer science; Engineering; Artificial intelligence; Geography; Cartography; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006875982,0.0003758225,0.0003643439,0.001238388,0.005041282,0.009284425,0.001027081,0.002418529,0.04028066],"category_scores_gemma":[0.002560457,0.0002493804,0.0006883374,0.001086713,0.006467895,0.004150144,0.005284859,0.00240893,0.005215203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811575,"about_ca_system_score_gemma":0.0008772417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003223195,"about_ca_topic_score_gemma":0.004617782,"domain_scores_codex":[0.9989208,0.0002673528,0.00002660831,0.0001980745,0.0004146852,0.0001725631],"domain_scores_gemma":[0.9993749,0.0002406519,0.00003673879,0.0001404627,0.0001127992,0.00009442148],"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":[0.0002131766,0.0001822269,0.004431312,0.0007191423,0.00002858722,0.00406484,0.07933496,0.001586903,0.01069698,0.6732265,0.06481363,0.1607017],"study_design_scores_gemma":[0.00001724909,0.00009241622,0.002710942,0.0003977097,0.00001484467,0.001889098,0.0397081,0.0008307654,0.002850259,0.03894165,0.9125075,0.00003957321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06541453,0.002439353,0.01807997,0.007158628,0.0008335391,0.0001276641,0.0002018065,0.0002517878,0.9054927],"genre_scores_gemma":[0.7467059,0.001971267,0.005856285,0.001895683,0.0002371392,0.00009553527,0.0001499023,0.0005125701,0.2425758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04028066,"threshold_uncertainty_score":0.1347523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050531568579016,"score_gpt":0.2140718277584059,"score_spread":0.1935665120726157,"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."}}