{"id":"W6889013114","doi":"10.2516/ogst:1980042/pdf","title":"Prospective des ressources face à la consommation (résumé)","year":2006,"lang":"fr","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Western europe; Mining industry","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"],"consensus_categories":[],"category_scores_codex":[0.000201129,0.0003182529,0.0003746081,0.0005712688,0.0002360407,0.00007392414,0.0003051477,0.0007258762,0.00006177286],"category_scores_gemma":[0.0002094278,0.0003649183,0.0001043028,0.0008963441,0.001444692,0.0007763064,0.00006666749,0.000658757,0.0001480532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000160733,"about_ca_system_score_gemma":0.00007765206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002610349,"about_ca_topic_score_gemma":0.0004634753,"domain_scores_codex":[0.9984297,0.00002195777,0.0006185301,0.000359439,0.0002030901,0.0003673491],"domain_scores_gemma":[0.9990295,0.00004323972,0.000242073,0.0003714981,0.0002612084,0.0000525173],"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":[0.00004661949,0.0004404509,0.03008445,0.001849532,0.000294387,0.0000432858,0.001278292,0.05481967,0.06907824,0.7655796,0.002282937,0.07420254],"study_design_scores_gemma":[0.0006881451,0.00007010411,0.008947997,0.0005470999,0.0000785189,0.00005985506,0.0002289748,0.001625801,0.2534699,0.02720107,0.7066696,0.0004129264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7621,0.02336636,0.0266709,0.005343396,0.002336703,0.0005813987,0.00003982624,0.001568952,0.1779925],"genre_scores_gemma":[0.961502,0.001829717,0.02886762,0.00001558365,0.0002890266,0.00005828394,0.00001335396,0.00004725536,0.007377217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7383785,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230369250744234,"score_gpt":0.2449009074420284,"score_spread":0.232597214934586,"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."}}