{"id":"W7017965461","doi":"","title":"Chapitre 12. Adapter les milieux de vie : des connaissances au design de solutions","year":2025,"lang":"fr","type":"book-chapter","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Trustworthiness","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":[0.001450989,0.0008812374,0.0004405552,0.0009986217,0.001841459,0.007189787,0.001086667,0.002251298,0.01386843],"category_scores_gemma":[0.00209946,0.0005763829,0.0006499088,0.001005556,0.002449607,0.003753666,0.002036409,0.002417543,0.003485168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002883729,"about_ca_system_score_gemma":0.004853826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227346,"about_ca_topic_score_gemma":0.01698615,"domain_scores_codex":[0.9986386,0.0004734005,0.0000935866,0.0001728139,0.000490391,0.0001313051],"domain_scores_gemma":[0.9990783,0.0004079832,0.00004855392,0.00009443965,0.0003055803,0.00006509035],"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":[0.00005491433,0.0001724587,0.000933727,0.001739153,0.00004073732,0.0008738461,0.01976302,0.008560936,0.012472,0.6005173,0.05473745,0.3001346],"study_design_scores_gemma":[0.00001263027,0.00008310655,0.00077322,0.001491688,0.00002279359,0.0006848978,0.008219056,0.008252027,0.004327862,0.08383654,0.8922566,0.00003963799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01824166,0.01979457,0.4633396,0.0175618,0.001979926,0.0007867624,0.0005127393,0.001457715,0.4763252],"genre_scores_gemma":[0.1689817,0.03086765,0.3782568,0.005015539,0.0005854822,0.0009834911,0.001199942,0.001156265,0.4129532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01386843,"threshold_uncertainty_score":0.04639447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306226119617862,"score_gpt":0.3246513982120746,"score_spread":0.1940287862502884,"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."}}