{"id":"W3208851959","doi":"10.7202/1081795ar","title":"Speaking Out: Introductory","year":2021,"lang":"en","type":"article","venue":"Études/Inuit/Studies","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Assisted living; Geography; Library science; Computer science; Gerontology; Medicine; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.001882144,0.001672654,0.0009319782,0.001125127,0.009175737,0.005940645,0.001908064,0.004597009,0.4797873],"category_scores_gemma":[0.006405711,0.0004583555,0.0008693492,0.0008652749,0.001186212,0.002769299,0.003783827,0.005454117,0.265477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008391135,"about_ca_system_score_gemma":0.01036013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.111281,"about_ca_topic_score_gemma":0.248754,"domain_scores_codex":[0.9986784,0.0001815194,0.00004977366,0.0001835635,0.000472479,0.0004342361],"domain_scores_gemma":[0.9943067,0.0003416218,0.0001058292,0.0001845258,0.002852764,0.00220844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009642817,0.000008130402,0.0000353576,0.00001720886,4.444706e-7,0.00001983376,0.00008729944,0.000005240894,0.00006578649,0.0001514789,0.9955364,0.004063186],"study_design_scores_gemma":[0.00000516857,0.00001059714,0.0004051242,0.00005006262,9.470283e-7,0.00002171909,0.0005312128,0.00001411604,0.00004139996,0.0001531568,0.9987602,0.00000621757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001861569,0.006596298,0.001735949,0.1740543,0.3817445,0.0008748394,0.004435691,0.00182534,0.4268715],"genre_scores_gemma":[0.004649969,0.001609409,0.0003036219,0.02465084,0.02740346,0.0002686982,0.0008272909,0.0004718507,0.9398149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5202128,"threshold_uncertainty_score":0.7420204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208803260756521,"score_gpt":0.4362997617420842,"score_spread":0.315419435666432,"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."}}