{"id":"W2921922269","doi":"","title":"Développement d'une méthodologie de sélection des matériaux de fondation routière pour contrer les effets du dégel","year":2006,"lang":"fr","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252877,0.0006513126,0.0007654786,0.000824969,0.0006149574,0.001311908,0.0007842989,0.001004911,0.003459454],"category_scores_gemma":[0.002114178,0.000489404,0.000870552,0.0008686636,0.0005364139,0.0008492238,0.0004360265,0.001047167,0.0007270856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123134,"about_ca_system_score_gemma":0.002416763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143524,"about_ca_topic_score_gemma":0.02628119,"domain_scores_codex":[0.999106,0.00012124,0.00003598424,0.0001766177,0.0004942375,0.00006583764],"domain_scores_gemma":[0.9988243,0.0004434936,0.0001203533,0.0001092545,0.0004813194,0.00002129927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002724269,0.000227342,0.009949081,0.00182923,0.0001299118,0.0002685284,0.001201079,0.1141629,0.51854,0.01256693,0.001584459,0.3392681],"study_design_scores_gemma":[0.00007663341,0.0007838577,0.01332502,0.0002360723,0.0001576876,0.000312584,0.000705827,0.380601,0.5488137,0.004792003,0.05003432,0.0001613364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1132592,0.001544231,0.8726001,0.0003735265,0.0001515061,0.0004375867,0.0003321361,0.0009591595,0.01034252],"genre_scores_gemma":[0.3700394,0.001513658,0.6091137,0.0001520518,0.00002401735,0.0006214167,0.0002960031,0.0002575303,0.01798224],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0143524,"threshold_uncertainty_score":0.02853769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221929699161274,"score_gpt":0.2217222542210708,"score_spread":0.1995029572294581,"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."}}