{"id":"W4406517078","doi":"10.1016/s0967-0653(97)80815-0","title":"10.1016/s0967-0653(97)80815-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pigment Synthesis and Properties","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Aragonite; Transformation (genetics); Materials science; Solid solution; Chemistry; Metallurgy; Carbonate; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008342891,0.0001593836,0.0001724366,0.00002540665,0.00008816562,0.00005252512,0.000257021,0.00007944178,0.9998943],"category_scores_gemma":[0.00002873787,0.0001363921,0.00007475078,0.00006309824,0.00002923012,0.00007939327,0.00003816492,0.00009720122,0.9996583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003448069,"about_ca_system_score_gemma":0.00001866842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002361879,"about_ca_topic_score_gemma":1.149035e-7,"domain_scores_codex":[0.9991127,0.00001532574,0.0001763727,0.0002317462,0.0001820849,0.000281833],"domain_scores_gemma":[0.9994327,0.00004086877,0.00002570711,0.0003539144,0.00002070174,0.0001261036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009645355,0.00004819824,1.073001e-7,0.00001903411,0.0000236467,0.00000377878,0.00002242308,0.000009827362,0.0008813689,3.766981e-7,0.07801053,0.9208843],"study_design_scores_gemma":[0.0001512059,0.00002443022,6.295959e-7,0.00004112249,0.00001708805,0.000003908673,0.000002312379,0.00005121451,0.02442288,0.000006068912,0.9750727,0.0002063669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007277305,0.0002417832,9.411904e-8,0.0002759047,7.611903e-7,0.00004485621,0.00002009315,0.0001549438,0.9985338],"genre_scores_gemma":[0.000250937,0.000001271363,0.00004450127,0.00003844052,0.0001886198,0.0000256951,0.00001423905,0.00003001044,0.9994063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9206779,"threshold_uncertainty_score":0.556191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109911126479561,"score_gpt":0.1688558673027584,"score_spread":0.1578647546548023,"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."}}