{"id":"W7112021807","doi":"","title":"Introduction","year":2010,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001021855,0.0009821637,0.0005330993,0.001638645,0.001988369,0.004755662,0.001728585,0.001693711,0.4767032],"category_scores_gemma":[0.002782203,0.0003129683,0.0006785913,0.00132216,0.001319193,0.00299845,0.002757634,0.001785671,0.308852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582898,"about_ca_system_score_gemma":0.002000202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572086,"about_ca_topic_score_gemma":0.002976044,"domain_scores_codex":[0.9989894,0.0001377665,0.00003837675,0.0002755437,0.0004144304,0.0001444503],"domain_scores_gemma":[0.9988081,0.0001617619,0.00004783744,0.0002344851,0.0005261739,0.0002215777],"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":[0.0000705587,0.00005311832,0.0003950333,0.0002889565,0.000006886622,0.00007846337,0.0003372958,0.0001655463,0.0007774514,0.2300405,0.582534,0.1852522],"study_design_scores_gemma":[0.000003439242,0.00001161853,0.0001952802,0.00006348884,0.000002470566,0.00005525251,0.00007820008,0.00004615397,0.0002317069,0.01565878,0.9836479,0.000005792487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001551822,0.00226986,0.01140105,0.005974578,0.005866217,0.0001323831,0.002272707,0.001119933,0.9694116],"genre_scores_gemma":[0.01097126,0.002054401,0.004838707,0.002267492,0.001756502,0.0001192324,0.002793098,0.0005390626,0.9746602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5232968,"threshold_uncertainty_score":0.7464194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005199622125252881,"score_gpt":0.175827944256733,"score_spread":0.1706283221314801,"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."}}