{"id":"W4381853853","doi":"10.1007/s11016-023-00866-5","title":"A burning question","year":2023,"lang":"en","type":"article","venue":"Metascience","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Philosophy of technology; Philosophy of science; Philosophy of biology; Epistemology; Philosophy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05381472,0.0009171369,0.002631828,0.00256998,0.00533822,0.00954028,0.00294531,0.01437759,0.02389166],"category_scores_gemma":[0.1372496,0.0005525576,0.0009586926,0.00193995,0.02865248,0.03160125,0.005563093,0.03084588,0.005964768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003535161,"about_ca_system_score_gemma":0.007534722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003087992,"about_ca_topic_score_gemma":0.004319761,"domain_scores_codex":[0.9825112,0.009402523,0.0008552285,0.002829767,0.003728594,0.0006727377],"domain_scores_gemma":[0.9031057,0.07016126,0.002655771,0.006721553,0.01211564,0.005240075],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001680831,0.00006466389,0.000936099,0.0003771821,0.0001143561,0.00007029362,0.0008228763,0.0001258982,0.00009862595,0.6890793,0.2720421,0.03610048],"study_design_scores_gemma":[0.0001396228,0.00003088992,0.0004687916,0.0009103636,0.0000373111,0.0001424549,0.001306529,0.0002143952,0.00007759921,0.7604942,0.2361423,0.00003555801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007166823,0.01823146,0.002540249,0.9589854,0.008823586,0.00001157895,0.00008955859,0.0000317575,0.0105697],"genre_scores_gemma":[0.07165939,0.01995585,0.0100282,0.8351818,0.04781739,0.0002078584,0.0001735165,0.0002270317,0.01474903],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9461853,"threshold_uncertainty_score":0.2846029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07502117586117739,"score_gpt":0.4229392722113084,"score_spread":0.347918096350131,"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."}}