{"id":"W7060465871","doi":"","title":"Tamanawas 2014","year":2014,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); Work (physics); Set (abstract data type); Identification (biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004664413,0.0005946366,0.0003266671,0.001994866,0.00165159,0.004071516,0.0007662935,0.0009688381,0.6230267],"category_scores_gemma":[0.001369865,0.0002632981,0.0002784947,0.002039199,0.00041735,0.002491394,0.001993779,0.001196362,0.4591739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00088493,"about_ca_system_score_gemma":0.001659697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001668515,"about_ca_topic_score_gemma":0.004332814,"domain_scores_codex":[0.9996791,0.00002991749,0.00002072664,0.00007409935,0.0001512817,0.00004492274],"domain_scores_gemma":[0.9994006,0.00005449531,0.00002775126,0.0001098986,0.0002675953,0.0001396655],"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":[0.00007698631,0.0000574211,0.0004979837,0.0002004673,0.000006794132,0.0001228224,0.0002117494,0.00009026426,0.0008599984,0.01885769,0.7322774,0.2467404],"study_design_scores_gemma":[0.000001618105,0.000005129973,0.0002543032,0.00003959747,0.000001379331,0.00005276393,0.00005600826,0.00001541259,0.0001231758,0.0006873666,0.9987612,0.00000207701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001909869,0.003310759,0.001911765,0.004024005,0.006567114,0.0000850504,0.004698874,0.00109682,0.9763957],"genre_scores_gemma":[0.003345729,0.001507823,0.0007799946,0.0004274452,0.0003869605,0.00003435672,0.001604333,0.0002476207,0.9916658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6230267,"threshold_uncertainty_score":0.5377067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007818962439421335,"score_gpt":0.2129849402532876,"score_spread":0.2051659778138663,"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."}}