{"id":"W4200285711","doi":"10.46747/cfp.6712947","title":"Ask before you ask","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"University of Saskatchewan","keywords":"Ask price; Commission; Data science; World Wide Web; Public relations; Computer science; Political science; Business; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002093495,0.000665945,0.0007025603,0.0006090814,0.00496722,0.00490741,0.000983447,0.005959117,0.4366606],"category_scores_gemma":[0.02461226,0.0003120123,0.0007453717,0.000529897,0.00179814,0.006261171,0.004985956,0.005482664,0.3682369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807716,"about_ca_system_score_gemma":0.003501533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006376757,"about_ca_topic_score_gemma":0.01094753,"domain_scores_codex":[0.9975826,0.001060831,0.0001137813,0.0001987745,0.000606539,0.0004375278],"domain_scores_gemma":[0.9923412,0.002147433,0.0003403641,0.0004657065,0.002435148,0.002270203],"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":[0.000008740148,0.0000131828,0.000141457,0.00003255945,0.000001237053,0.00005693794,0.0004173333,0.000005438601,0.00003053405,0.002817915,0.9841637,0.01231098],"study_design_scores_gemma":[0.000004320546,0.00000765153,0.0001233215,0.00008343426,0.000001005454,0.0001274089,0.001084065,0.00001276224,0.00003266202,0.002324853,0.9961892,0.00000936077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00175089,0.003001165,0.003406611,0.38411,0.03518365,0.0004091498,0.00300324,0.002136972,0.5669984],"genre_scores_gemma":[0.01238478,0.002371166,0.001532711,0.231465,0.008200794,0.0003843271,0.0009586761,0.0007845569,0.741918],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4366606,"threshold_uncertainty_score":0.8035353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068428269536564,"score_gpt":0.3841025445388238,"score_spread":0.2772597175851674,"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."}}