{"id":"W2807840680","doi":"10.5150/jngcgc.2018.017","title":"Conséquences de l’implantation des ouvrages de protection sur la frange côtière de Bordj El Kiffan (Algérie)","year":2018,"lang":"fr","type":"article","venue":"","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"cons; Political science; Computer science; Programming language","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005423598,0.0001994682,0.0001554374,0.00003882375,0.0004570862,0.0002626465,0.0003102902,0.000321056,0.001105965],"category_scores_gemma":[0.0001539821,0.00009475551,0.00007319568,0.0003525374,0.0008654824,0.0004353704,0.0001026138,0.0001732419,0.0001198835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009411917,"about_ca_system_score_gemma":0.00002605569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457543,"about_ca_topic_score_gemma":0.006830788,"domain_scores_codex":[0.9985617,0.0002014158,0.0001931573,0.0003057448,0.0001367814,0.0006011806],"domain_scores_gemma":[0.9995195,0.0001401572,0.00009268851,0.00006740979,0.00009654208,0.00008371696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006120691,0.0002336705,0.1515196,0.0001723927,0.00008899847,0.00006440825,0.001282995,0.000008288265,0.1582585,0.02930677,0.01195743,0.6470457],"study_design_scores_gemma":[0.0003252887,0.001221555,0.5743835,0.0002106094,0.00008671627,0.0001459812,0.004100414,0.0007303159,0.1936833,0.1141705,0.1103841,0.0005577939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725912,0.0009772781,0.001206974,0.01182891,0.0002691037,0.0003544341,0.00001901694,0.0004375255,0.01231558],"genre_scores_gemma":[0.9822174,0.001273125,0.001872943,0.0002691934,0.0004192828,0.00005800355,0.0000128237,0.000002535,0.01387467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6464879,"threshold_uncertainty_score":0.9998072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616667861509077,"score_gpt":0.2395365271917302,"score_spread":0.2133698485766395,"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."}}