{"id":"W1966458228","doi":"10.1088/1742-6596/21/1/e01","title":"Second International Conference on Photo-Induced Phase Transitions; Cooperative, non-linear and functional properties (PIPT'05)","year":2005,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phase transition; Excited state; Phonon; Engineering physics; Condensed matter physics; Phase (matter); Nanotechnology; Physics; Materials science; Atomic physics; Quantum mechanics","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":[0.003497158,0.001628399,0.001249652,0.001543587,0.001232636,0.00520837,0.002027311,0.002314775,0.0691614],"category_scores_gemma":[0.002307199,0.0004449785,0.001176838,0.001397483,0.0009552395,0.00347187,0.002560499,0.00431978,0.03004937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123302,"about_ca_system_score_gemma":0.002402428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008978825,"about_ca_topic_score_gemma":0.001575112,"domain_scores_codex":[0.9975376,0.0004016483,0.00008677168,0.0004904707,0.001065912,0.0004174795],"domain_scores_gemma":[0.9971234,0.0003177839,0.0001174997,0.0002528176,0.001255784,0.0009326215],"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":[0.0004162459,0.0003087696,0.0004532418,0.0005128204,0.00004902356,0.0002371571,0.0002034759,0.0009450196,0.008913592,0.01197662,0.7851206,0.1908634],"study_design_scores_gemma":[0.00002303248,0.0001714551,0.0006931328,0.0001311915,0.00002154939,0.0002222349,0.00009270793,0.001371932,0.00366591,0.002836318,0.9907487,0.00002168349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02008628,0.09395694,0.1133751,0.04622466,0.3234804,0.001161519,0.003140623,0.00423027,0.3943443],"genre_scores_gemma":[0.05440229,0.02805018,0.03735962,0.004174713,0.03403918,0.0007245239,0.005891886,0.002218905,0.8331386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0691614,"threshold_uncertainty_score":0.2313679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297405121406371,"score_gpt":0.287452779701539,"score_spread":0.2444787284874753,"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."}}