{"id":"W4385594219","doi":"10.59962/9780774836098-005","title":"2 Situating the Case","year":2017,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.004245855,0.0007668199,0.0006266449,0.003707279,0.02887466,0.01802993,0.00354926,0.006231563,0.01876254],"category_scores_gemma":[0.009131659,0.0003787955,0.0004972926,0.006596352,0.03558634,0.00700561,0.004741591,0.006067414,0.001951965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1074455,"about_ca_system_score_gemma":0.07152182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9215938,"about_ca_topic_score_gemma":0.9277722,"domain_scores_codex":[0.9924435,0.001388877,0.0001528637,0.001037225,0.001837088,0.003140378],"domain_scores_gemma":[0.9980153,0.0005761295,0.0001194958,0.0001771267,0.0007548167,0.0003572639],"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":[0.000006164536,0.00000391751,0.0004360643,0.00003635642,0.000001401082,0.0002949555,0.01238975,0.00008307501,0.00005889289,0.9656984,0.01455606,0.006434922],"study_design_scores_gemma":[0.000004289605,0.000005391178,0.001412594,0.0005809396,0.000007370146,0.0003985717,0.03758653,0.0003445146,0.0001284907,0.06949531,0.889999,0.00003697937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0226486,0.01811773,0.005025651,0.07424609,0.002116336,0.0001045969,0.0004092841,0.0001262514,0.8772055],"genre_scores_gemma":[0.7936878,0.01518491,0.007519638,0.02074391,0.0009356823,0.000219585,0.0004727456,0.0002960339,0.1609398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9215938,"threshold_uncertainty_score":0.7795755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935898834703421,"score_gpt":0.227355647450223,"score_spread":0.1979966591031888,"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."}}