{"id":"W2059251650","doi":"10.1007/s10853-005-6305-x","title":"Design rules for reversible thermochromic mixtures","year":2005,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Thermochromism; Solvent; Materials science; Intermolecular force; Solvent effects; Phase diagram; Photochemistry; Chemical engineering; Organic chemistry; Phase (matter); Molecule; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003268139,0.0001395742,0.0003005338,0.0001055965,0.0002397034,0.0002512414,0.001057238,0.00006100068,0.0009125256],"category_scores_gemma":[0.0003220336,0.0001024855,0.00006571406,0.0001206382,0.0005094797,0.0008395211,0.00007671551,0.00006140171,0.0000801172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536926,"about_ca_system_score_gemma":0.0005258481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003095064,"about_ca_topic_score_gemma":1.352539e-7,"domain_scores_codex":[0.998346,0.0000451373,0.0005227723,0.0002263191,0.0004651253,0.0003946451],"domain_scores_gemma":[0.9986909,0.0001092925,0.00051942,0.0002220873,0.0003098723,0.0001484387],"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":[0.0001238574,0.00003601761,0.000002007871,0.00002192605,0.000002631526,0.000003117929,0.000155921,0.0001275352,0.9965383,0.00006889024,0.002693718,0.0002260357],"study_design_scores_gemma":[0.0004541962,0.0001039304,0.00010641,0.00007754703,0.0000158458,0.0001576568,0.00004694477,0.00005516637,0.9976182,0.0008674898,0.0003653185,0.0001312911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905163,0.0001694394,0.007846134,0.0002617594,0.0008083218,0.0001869628,0.00002967453,0.00001769525,0.0001637261],"genre_scores_gemma":[0.9202266,0.00003246215,0.07879676,0.0001626374,0.0006423533,0.000006507772,4.621583e-7,0.00001080426,0.0001213595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07095063,"threshold_uncertainty_score":0.9991515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378770187404818,"score_gpt":0.2703037955537934,"score_spread":0.2465160936797452,"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."}}