{"id":"W2736526734","doi":"10.3917/pcm.887.0017","title":"Panorama des énergies marines renouvelables","year":2017,"lang":"fr","type":"preprint","venue":"PCM – Pour Construire un Monde durable","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.000680858,0.00199581,0.002141342,0.0004023596,0.002573329,0.001682197,0.003027198,0.001939429,0.008276781],"category_scores_gemma":[0.001412624,0.002144841,0.001002778,0.0003738875,0.003228168,0.0008988617,0.002763612,0.001827341,0.003043358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006105001,"about_ca_system_score_gemma":0.001621808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.144062,"about_ca_topic_score_gemma":0.01889976,"domain_scores_codex":[0.9922774,0.0006902902,0.001575781,0.001994316,0.0008223746,0.002639842],"domain_scores_gemma":[0.9927176,0.000556105,0.001435241,0.003478996,0.0008867604,0.0009252645],"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":[0.0001708869,0.0004546731,0.004913433,0.0009712957,0.001336534,0.0006420088,0.001107812,0.01752788,0.0007404363,0.8778926,0.02274767,0.07149482],"study_design_scores_gemma":[0.001544017,0.00008403164,0.002666449,0.001497409,0.0005355161,0.0005701173,0.001101548,0.001042069,0.008096892,0.2613653,0.7195215,0.001975137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.278294,0.01953919,0.00009854164,0.009573352,0.00525573,0.0005442626,0.0009775438,0.0007093429,0.685008],"genre_scores_gemma":[0.7541983,0.02030688,0.01230856,0.0006422884,0.002085319,0.0002173685,0.0007052742,0.0002890729,0.2092469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6967738,"threshold_uncertainty_score":0.9994845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370245898014612,"score_gpt":0.2517358821128246,"score_spread":0.2280334231326785,"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."}}