{"id":"W4388547198","doi":"10.1515/9781552387436","title":"From Realism to Abstraction","year":2014,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abstraction; Realism; Computer science; Programming language; Epistemology; Philosophy","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":[0.00003162711,0.0001484705,0.0002700589,0.00003465806,0.0002454986,0.0000264546,0.0001924447,0.0001077788,0.0007731137],"category_scores_gemma":[0.000002041889,0.000135681,0.0001190916,9.982595e-7,0.0001272183,0.00004384565,0.0001083602,0.0001724331,0.00007335054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000381766,"about_ca_system_score_gemma":0.00002164987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009954151,"about_ca_topic_score_gemma":0.009972293,"domain_scores_codex":[0.9994223,0.00002134334,0.000099757,0.0001921637,0.0001589724,0.0001054891],"domain_scores_gemma":[0.9995143,0.00004040892,0.0001205428,0.000165594,0.0001009177,0.0000582061],"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":[0.00009469462,0.00001045576,3.808344e-7,0.00005837599,0.0002431144,0.00001754619,0.04181715,9.617445e-7,0.00001348758,0.2399782,0.7072942,0.01047145],"study_design_scores_gemma":[0.0001788199,0.00004405106,0.000009338784,0.0001015327,0.000143397,2.511742e-7,0.0005954808,0.000002895928,0.00002191354,0.001604323,0.9971225,0.0001755276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001443791,0.00009579287,0.00002452456,0.00002164196,0.0002784769,0.0001373071,0.0001201557,0.00005196684,0.9991258],"genre_scores_gemma":[0.0003175936,0.00002445098,0.00003322295,0.0001004748,0.0006231884,2.349789e-7,0.0001301735,0.00001084027,0.9987598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2898283,"threshold_uncertainty_score":0.9966387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874255666652434,"score_gpt":0.1783755613243756,"score_spread":0.1496330046578513,"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."}}