{"id":"W4319996314","doi":"10.1002/crat.202200275","title":"Progress and Changes","year":2023,"lang":"en","type":"article","venue":"Crystal Research and Technology","topic":"Ga2O3 and related materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conviction; Publishing; Library science; Publication; Political science; Computer science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007135061,0.00006617011,0.0001187381,0.0004825133,0.0002298122,0.00008874429,0.0001404027,0.000186424,0.0001114437],"category_scores_gemma":[0.0001573715,0.00004984094,0.000004255334,0.0006236978,0.001216598,0.00004483488,0.0004777707,0.00015356,0.000156084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007415702,"about_ca_system_score_gemma":0.00002241658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008905096,"about_ca_topic_score_gemma":0.000009913897,"domain_scores_codex":[0.9989704,0.00004071999,0.00007795233,0.0002574928,0.0001712901,0.0004821336],"domain_scores_gemma":[0.9995998,0.00006038882,0.00001609653,0.0001553426,0.00008898392,0.00007938257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001662275,0.00001332354,0.0004951957,0.0000586608,0.000003470563,0.00006894687,0.00005465631,1.845624e-8,0.9786922,0.01016684,0.001764729,0.008665285],"study_design_scores_gemma":[0.0006544341,0.001129501,0.001795432,0.00008884658,0.000004811404,0.0001511055,0.00119805,0.00003518876,0.8162169,0.1224418,0.0560699,0.0002139754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915677,0.001274023,0.000001219003,0.005894781,0.00009521066,0.0001751591,0.00001041718,0.0003652597,0.0006162436],"genre_scores_gemma":[0.9975867,0.0008948797,0.00009813809,0.000006800444,0.00003481904,0.00007048577,0.000003142456,0.000009713264,0.001295298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1624753,"threshold_uncertainty_score":0.4482605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845457653290938,"score_gpt":0.3622645859286726,"score_spread":0.3038100093957632,"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."}}