{"id":"W7052426636","doi":"","title":"Review of “The Cambridge Handbook of Physics Formulas”, by Graham Woan","year":2005,"lang":"en","type":"other","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002194578,0.001413249,0.001555353,0.006871645,0.001376966,0.003698536,0.002202016,0.002157997,0.05977808],"category_scores_gemma":[0.01136216,0.0007038121,0.000666648,0.007059018,0.002795674,0.007186779,0.001698987,0.004497885,0.04763395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005383689,"about_ca_system_score_gemma":0.004668911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144151,"about_ca_topic_score_gemma":0.01675923,"domain_scores_codex":[0.9984508,0.0003083609,0.000121599,0.0002165728,0.0008162346,0.0000863633],"domain_scores_gemma":[0.9969572,0.0009754784,0.0001520534,0.0002763176,0.00148143,0.0001576264],"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":[0.000007008468,0.000004671871,0.0000140893,0.0002523131,0.000003200172,0.000005907624,0.00001031801,0.00005428262,0.00003504739,0.02042925,0.9446558,0.034528],"study_design_scores_gemma":[0.000002783239,0.000003415482,0.00007561253,0.0002117062,0.000003308442,0.0000296932,0.000007677071,0.00005377181,0.0000490973,0.007550009,0.9920067,0.000006214271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002711664,0.6356692,0.008083095,0.06707731,0.09885892,0.00005326274,0.001950048,0.0005276699,0.1875094],"genre_scores_gemma":[0.006517114,0.4982372,0.008904513,0.03181756,0.08120479,0.0001672513,0.002462868,0.0012468,0.3694419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05977808,"threshold_uncertainty_score":0.1999776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008354129899294425,"score_gpt":0.2516382106372874,"score_spread":0.2432840807379929,"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."}}