{"id":"W7050338275","doi":"","title":"Donigan Cumming","year":2012,"lang":"en","type":"book","venue":"E-Artexte (Artexte)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Witness; Photography; Naturalism; Filmmaking; Observational study; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[],"category_scores_codex":[0.000362156,0.0009917293,0.0003278961,0.001700211,0.00441785,0.003802753,0.0008544925,0.001526885,0.1353625],"category_scores_gemma":[0.001587231,0.000382297,0.0002757664,0.001061669,0.001639143,0.004263659,0.002080919,0.002874844,0.04052957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003449918,"about_ca_system_score_gemma":0.001709848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01965968,"about_ca_topic_score_gemma":0.07155857,"domain_scores_codex":[0.9995671,0.00006746053,0.00001604272,0.0001285918,0.0001647624,0.00005602134],"domain_scores_gemma":[0.9996865,0.00008853343,0.00002209872,0.00003559525,0.0001121547,0.00005517939],"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":[0.000008008337,0.00000459256,0.00005012734,0.00004809045,7.03603e-7,0.00005532549,0.0005815719,0.00001718795,0.00007500373,0.04678957,0.917704,0.03466589],"study_design_scores_gemma":[3.13079e-7,0.00000109001,0.00003587128,0.00002829834,2.332066e-7,0.00003602164,0.00008036851,0.000007318721,0.00002414422,0.0007304988,0.9990547,0.000001175124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005567116,0.02128311,0.0008002195,0.01213158,0.006203919,0.0000352754,0.0002880755,0.0002696118,0.9584315],"genre_scores_gemma":[0.003506487,0.003961153,0.0003550188,0.003787795,0.0005057256,0.00003098083,0.0001003128,0.0001194569,0.9876331],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8646375,"threshold_uncertainty_score":0.4528327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205545313833375,"score_gpt":0.2480678848703865,"score_spread":0.2360124317320528,"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."}}