{"id":"W4401146562","doi":"10.5771/9781793609083-195","title":"Canada","year":2022,"lang":"en","type":"book-chapter","venue":"Lexington Books","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000184118,0.0006202801,0.0005719542,0.0002110511,0.0002893852,0.00004707033,0.0006465551,0.0002293752,0.03416983],"category_scores_gemma":[0.00001999692,0.0007381553,0.0002084897,0.00002205117,0.00009847873,0.00005741696,0.0004145639,0.001355971,0.002394572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002818379,"about_ca_system_score_gemma":0.003613801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7806455,"about_ca_topic_score_gemma":0.903331,"domain_scores_codex":[0.9969698,0.00002557125,0.0004624389,0.0007207514,0.001293626,0.0005277666],"domain_scores_gemma":[0.998203,0.00007763359,0.0004147564,0.001009053,0.0000695975,0.0002259373],"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":[0.00002254694,0.000003269543,0.00000308183,0.00002561424,0.0001114073,0.0004032742,0.00003117564,0.00001619013,0.00004865917,0.5201617,0.4782682,0.0009048001],"study_design_scores_gemma":[0.0002007242,0.00003644142,0.000005983592,0.00006219235,0.00007512265,0.00003383825,0.000004744738,0.000006467193,0.00007252765,0.01103298,0.9877126,0.0007564067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001443682,0.0005067457,0.00000112717,0.0001932291,0.0009415164,0.0003558208,0.001370577,0.0003304284,0.9962861],"genre_scores_gemma":[0.001100109,0.00001041652,0.00005447264,0.001903282,0.0004357613,0.00003262702,0.0003744391,0.000688174,0.9954007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5094443,"threshold_uncertainty_score":0.999507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087371767533155,"score_gpt":0.2106939758414709,"score_spread":0.1898202581661393,"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."}}