{"id":"W4229881019","doi":"10.18733/cpi29399","title":"Compartments","year":2018,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Service (business); Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000382317,0.0001290087,0.0001403146,0.00001468509,0.0005359771,0.0001159105,0.0001098304,0.00007649393,0.003515929],"category_scores_gemma":[0.00001146828,0.00007093309,0.00004392959,0.00001355728,0.001630773,0.0001780506,0.00007032384,0.0001246957,0.0004491252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006502731,"about_ca_system_score_gemma":0.000003280917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002765039,"about_ca_topic_score_gemma":0.0002086255,"domain_scores_codex":[0.9993687,0.00001801545,0.0001243682,0.0001947214,0.00008824527,0.0002059533],"domain_scores_gemma":[0.9996925,0.000009994768,0.00003255386,0.00009387916,0.00009245209,0.00007861494],"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":[0.00004133927,0.0001079158,0.0007144082,0.00001562586,0.00005320651,0.000009532136,0.1598016,6.339659e-8,0.0004949475,0.5023481,0.3289683,0.007445025],"study_design_scores_gemma":[0.0001904992,0.0001887674,0.000769437,0.000009347803,0.00001544851,0.00001089761,0.02782813,0.000006903171,0.0001192496,0.003738864,0.9669748,0.0001476404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8681774,0.0007246317,0.000007962882,0.001272516,0.0007137215,0.0001001257,0.00001736088,0.0002305886,0.1287558],"genre_scores_gemma":[0.9695987,0.00007201333,0.00003196311,0.001138198,0.002658115,0.000008772086,0.00003220996,0.00000497505,0.02645507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6380066,"threshold_uncertainty_score":0.997395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6374130328424219,"score_gpt":0.438814184314995,"score_spread":0.1985988485274269,"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."}}