{"id":"W7093815964","doi":"","title":"9781501328794.epub","year":2022,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formative assessment; Animation; Identity (music); The arts; Personal life; Key (lock); Personal identity","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001145483,0.0003100183,0.0003472713,0.0002005716,0.001700053,0.0003952162,0.001231241,0.0001973796,0.9580806],"category_scores_gemma":[0.0003241091,0.0002690446,0.0001786611,0.0005438553,0.0004264158,0.0002158832,0.0002577957,0.0004756134,0.565955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720718,"about_ca_system_score_gemma":0.0007673884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004512995,"about_ca_topic_score_gemma":0.004637583,"domain_scores_codex":[0.9967743,0.0006105785,0.0003299735,0.0005446947,0.001156265,0.0005842037],"domain_scores_gemma":[0.9984208,0.0002612245,0.0004045589,0.0006744376,0.00005311234,0.0001858144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004557384,0.0000349269,0.0001891342,0.00001759461,0.00007738517,0.000007342564,0.003394945,0.000002038046,0.000004415694,0.01101452,0.02575638,0.9594967],"study_design_scores_gemma":[0.0002068643,0.00001497595,0.0001742439,0.0000345024,0.00006756367,0.000002415413,0.003653169,0.000006245607,0.000001977799,0.001763758,0.9937181,0.000356197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003314681,0.00002244404,0.000165386,0.003075526,0.002885342,0.0008334445,4.60383e-8,0.0003097865,0.9926749],"genre_scores_gemma":[0.001038291,0.0006196739,0.0002995258,0.001480957,0.002601989,0.0001320506,0.0003223112,0.000326,0.9931792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9679617,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373314798950324,"score_gpt":0.3273007792718226,"score_spread":0.2935676312823193,"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."}}