{"id":"W4400664167","doi":"10.1016/j.fop.2024.06.008","title":"Belgium, Canada & Germany: Kronos – TiO2 pigment","year":2024,"lang":"en","type":"article","venue":"Focus on Pigments","topic":"Pigment Synthesis and Properties","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pigment; Political science; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001213456,0.0003060464,0.0002377211,0.00006133752,0.0001626239,0.0001339145,0.0003056902,0.00009496912,0.008086541],"category_scores_gemma":[0.00002050884,0.0002524827,0.0001056791,0.00009523323,0.0000325034,0.0001065902,0.00008796689,0.0002320832,0.001182009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005748834,"about_ca_system_score_gemma":0.00029267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04916116,"about_ca_topic_score_gemma":0.03525611,"domain_scores_codex":[0.9980536,0.00002439828,0.0003371849,0.0004942238,0.0006164978,0.0004741024],"domain_scores_gemma":[0.999164,0.00008421056,0.00005588842,0.0004961161,0.00002327009,0.0001765246],"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":[0.000241567,0.0005603914,0.002353077,0.001028221,0.0009823244,0.000313829,0.0008119691,0.00009289556,0.1107682,0.002939447,0.7397737,0.1401344],"study_design_scores_gemma":[0.0002457884,0.00002750132,0.0002477325,0.0003853788,0.00004622553,0.00000606232,0.00004768324,0.0001013997,0.1104924,0.0003972705,0.8876293,0.0003732819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6039436,0.004494593,0.0000690482,0.004040379,0.001789192,0.0002514392,0.0003558461,0.0004482754,0.3846076],"genre_scores_gemma":[0.925941,0.0001215483,0.00005470261,0.0003292967,0.000316369,0.00008980573,0.00004924896,0.00005753135,0.07304052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3219973,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760664326609622,"score_gpt":0.229243122495509,"score_spread":0.2116364792294128,"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."}}