{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01873432,0.00126791,0.0009702362,0.003449816,0.004595242,0.0205946,0.003551783,0.0065738,0.119784],"category_scores_gemma":[0.05849212,0.0004408103,0.001343549,0.003964527,0.003664657,0.01643789,0.007739799,0.01107596,0.08435424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005765076,"about_ca_system_score_gemma":0.01410567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298216,"about_ca_topic_score_gemma":0.003290669,"domain_scores_codex":[0.9821212,0.002334746,0.001478775,0.00242676,0.009036005,0.002602446],"domain_scores_gemma":[0.9617047,0.004654959,0.001418067,0.004027943,0.01894384,0.009250514],"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":[0.00007746471,0.00006569494,0.0005967672,0.0004145802,0.00001581419,0.0001948518,0.001026471,0.00006268894,0.0003269547,0.04948474,0.819415,0.128319],"study_design_scores_gemma":[0.0000038723,0.00001138058,0.0002450995,0.0001006406,0.000002111534,0.00006130872,0.0002766015,0.00001125636,0.00004980762,0.002017051,0.9972139,0.000007039682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.00402837,0.02737866,0.003168068,0.3547276,0.3605465,0.0001775405,0.002997454,0.00187332,0.2451025],"genre_scores_gemma":[0.0501406,0.03537969,0.008363592,0.1834351,0.06749908,0.0003997016,0.005909021,0.00273536,0.6461378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.119784,"threshold_uncertainty_score":0.4007174,"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."}}