{"id":"W7104272965","doi":"10.71781/2790","title":"De la textualité du projet professionnel en situation de concours en architecture : herméneutique et comparaison de textes liés à des projets lauréats de concours d’architecture au Québec entre 2010 et 2020","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lyricism; Context (archaeology); Genre analysis","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005013651,0.0008542806,0.0007385467,0.000452733,0.007994826,0.0002593314,0.0009995153,0.001473294,0.00008410593],"category_scores_gemma":[0.001500579,0.0009661601,0.0004293045,0.0008527698,0.001403921,0.001149401,0.0001834491,0.002063743,0.00003377446],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01572968,"about_ca_system_score_gemma":0.0634627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6499635,"about_ca_topic_score_gemma":0.7773606,"domain_scores_codex":[0.9854521,0.01057752,0.000734832,0.001036175,0.0009590819,0.001240256],"domain_scores_gemma":[0.9940195,0.003275464,0.0008141283,0.0004467418,0.0005759965,0.0008681652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006121774,0.0005214848,0.1832346,0.0004628297,0.0003229345,0.0008129616,0.7709845,0.006314039,0.007575732,0.01891785,0.00461141,0.005629468],"study_design_scores_gemma":[0.001289053,0.0001852808,0.4073982,0.001822981,0.0004579771,0.000948867,0.5220123,0.001226655,0.002157569,0.005766835,0.05559071,0.0011436],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312127,0.003134465,0.002051826,0.0437675,0.001006496,0.001815072,0.0002018384,0.0004111864,0.01639887],"genre_scores_gemma":[0.9180202,0.001092572,0.002793866,0.0006650652,0.0008258357,0.0002782202,0.0008628792,0.0001086166,0.07535277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2489722,"threshold_uncertainty_score":0.999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159989256680702,"score_gpt":0.2762324847255982,"score_spread":0.2646325921587912,"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."}}