{"id":"W4317369957","doi":"10.3138/9781487549060","title":"Onscreen/Offscreen","year":2022,"lang":"nl","type":"book","venue":"University of Toronto Press eBooks","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; ECW Press (Canada)","funders":"American Institute of Indian Studies","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004245803,0.0007744132,0.001400073,0.0001439845,0.0005746587,0.00002116838,0.002934427,0.001701012,0.04448916],"category_scores_gemma":[0.00001906944,0.001111681,0.0006530663,0.000007595416,0.001387004,0.0001219491,0.002034,0.00131623,0.0001438887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283467,"about_ca_system_score_gemma":0.0004065043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5800301,"about_ca_topic_score_gemma":0.05747647,"domain_scores_codex":[0.9957206,0.0007003478,0.0005948565,0.001399955,0.0006972094,0.0008869935],"domain_scores_gemma":[0.9958141,0.0002738353,0.0009818719,0.002438165,0.0002041473,0.0002879002],"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":[0.002007657,0.001069459,0.0006266722,0.000306122,0.002512559,0.001362384,0.02130292,0.000002855192,0.0002213675,0.6187623,0.2894382,0.06238756],"study_design_scores_gemma":[0.002478602,0.0009901449,0.0007191544,0.00007630642,0.001144668,0.00003755132,0.003545273,0.000005600012,0.00004796957,0.0002256837,0.9898285,0.0009005507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005674717,0.005283428,0.00007097592,0.00004759943,0.001453845,0.001077166,0.001615484,0.0003469356,0.9895371],"genre_scores_gemma":[0.0006068086,0.0004926777,0.00035455,0.00008164761,0.0002016546,0.000004163743,0.000325331,0.0001043884,0.9978288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7003903,"threshold_uncertainty_score":0.999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367090415056402,"score_gpt":0.2777215363451481,"score_spread":0.2340506321945841,"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."}}