{"id":"W4392117190","doi":"10.5771/9781538120323-225","title":"O","year":2021,"lang":"en","type":"book-chapter","venue":"Rowman & Littlefield Publishers eBooks","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004405091,0.0004459836,0.0001743502,0.0008286704,0.002399797,0.004245871,0.000640155,0.00146604,0.1830599],"category_scores_gemma":[0.0009888069,0.0001542624,0.0002683917,0.001029704,0.001957767,0.00273198,0.00173202,0.00130225,0.08910546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002041533,"about_ca_system_score_gemma":0.001795919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009978104,"about_ca_topic_score_gemma":0.01318072,"domain_scores_codex":[0.999589,0.00008846868,0.0000094515,0.00007609869,0.0001492659,0.00008768466],"domain_scores_gemma":[0.9996861,0.00005676668,0.00002403033,0.00004322883,0.0001175015,0.00007238582],"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":[0.00002855038,0.0000335013,0.0004186902,0.0001170529,0.000002278049,0.000127841,0.002380501,0.00009239568,0.0004807404,0.4608966,0.4556197,0.07980214],"study_design_scores_gemma":[0.000001046135,0.000004689097,0.000149479,0.00004150799,4.086232e-7,0.00004004375,0.0003769821,0.00001811777,0.00005899318,0.006612243,0.9926949,0.000001536989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007346755,0.0007473496,0.0004699077,0.001978234,0.0004865861,0.00002038948,0.0001120042,0.00004158372,0.9954092],"genre_scores_gemma":[0.01099428,0.001268407,0.0004790885,0.00187539,0.000288694,0.0000286682,0.0001833029,0.00007250658,0.9848097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8169401,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536415046607946,"score_gpt":0.2579682483286865,"score_spread":0.2326040978626071,"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."}}