{"id":"W2960013370","doi":"10.1201/9780429274978-1","title":"Introduction: The Journey to Here and What Happens Next","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"History; 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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004896442,0.0001311589,0.0001549046,0.00006391181,0.0004378436,0.001356775,0.0002735739,0.0001167677,0.008077273],"category_scores_gemma":[0.00002765117,0.00009103013,0.00005661891,0.00003385125,0.0001092823,0.0005468141,0.0002157696,0.000192685,0.00279087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004806091,"about_ca_system_score_gemma":0.00004438238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008693751,"about_ca_topic_score_gemma":0.003368435,"domain_scores_codex":[0.9991605,0.00002059656,0.0001258911,0.0002688788,0.0002444973,0.0001796799],"domain_scores_gemma":[0.9995165,0.0000432883,0.00005293831,0.0002416861,0.00006649867,0.00007912619],"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":[0.000002231429,0.000001460985,0.00001269709,0.000008363348,0.00002496755,0.000001014003,0.002954534,4.462368e-7,5.04551e-7,0.8149236,0.1324255,0.04964468],"study_design_scores_gemma":[0.0000359517,0.00001261383,0.00001343498,0.00004949368,0.00002365297,4.913431e-7,0.00958097,0.000003044248,5.520045e-7,0.004483417,0.9856607,0.0001357177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004425225,0.001515948,0.00002392269,0.03828562,0.001778112,0.000370437,2.850769e-7,0.00004235563,0.9579391],"genre_scores_gemma":[0.001336612,0.003204567,0.00003327303,0.0006744075,0.004188105,0.000002300182,0.000001996513,0.00001587442,0.9905429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8532351,"threshold_uncertainty_score":0.9996799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06062951703868646,"score_gpt":0.2909101785303373,"score_spread":0.2302806614916508,"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."}}