{"id":"W2383479310","doi":"","title":"Fluid Inclusion Petrography:A Discussion","year":2014,"lang":"en","type":"article","venue":"Gaoxiao dizhi xuebao","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Petrography; Inclusion (mineral); Geology; Fluid inclusions; Geochemistry; Mineral; Mineralogy; Petrology; Chemistry; Paleontology; Quartz","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009758727,0.0001615182,0.0002400105,0.0001566666,0.001903235,0.00004369659,0.0004889835,0.0001564665,0.0004235419],"category_scores_gemma":[0.0002653677,0.000111753,0.0001457351,0.0003806276,0.0005765774,0.0002133039,0.0006863736,0.0001635984,0.0001359473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006017917,"about_ca_system_score_gemma":0.00007954051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122275,"about_ca_topic_score_gemma":0.005754238,"domain_scores_codex":[0.9979555,0.0003704118,0.0002387805,0.0003603781,0.0004702905,0.0006046113],"domain_scores_gemma":[0.9991457,0.0001296451,0.00009248988,0.0003088233,0.00005843097,0.0002648936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001397434,0.0004881679,0.3232172,0.00004214274,0.00004738916,0.00002970361,0.04217922,0.00002809506,0.0141625,0.3510894,0.01946858,0.2491079],"study_design_scores_gemma":[0.0006194931,0.0002363799,0.06270081,0.0000372385,0.00001694944,0.000002696819,0.0009893388,0.000174411,0.0007405985,0.03129483,0.902821,0.000366284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035631,0.0001400843,0.001220677,0.009110427,0.0008217603,0.0002163037,0.000006194658,0.0002245557,0.08469692],"genre_scores_gemma":[0.9931607,0.000122741,0.001289986,0.0006245431,0.0006472842,0.00002031596,0.00001339894,0.00001829837,0.004102735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8833524,"threshold_uncertainty_score":0.9993961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234867758298389,"score_gpt":0.2810945870751752,"score_spread":0.2687459094921913,"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."}}