{"id":"W4414211207","doi":"10.7202/1119590ar","title":"La recherche in situ","year":2025,"lang":"fr","type":"article","venue":"Revue du CREMIS","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Relation (database); Context (archaeology); Western europe; ESPACE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03985332,0.0007987436,0.001229408,0.002576278,0.01413246,0.02142579,0.003206015,0.005294168,0.06129381],"category_scores_gemma":[0.04130993,0.0006719159,0.001199314,0.003903251,0.02310441,0.0107688,0.01306662,0.007807178,0.01176426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02264974,"about_ca_system_score_gemma":0.06613939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09486093,"about_ca_topic_score_gemma":0.1300776,"domain_scores_codex":[0.9541453,0.03073225,0.001641426,0.004926573,0.006250751,0.002303752],"domain_scores_gemma":[0.9477916,0.01780736,0.001840914,0.01415663,0.01473265,0.003670844],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009104862,0.00007963723,0.001281827,0.0008880093,0.00006296495,0.0005002863,0.1292628,0.0002796841,0.001566951,0.6562606,0.1323179,0.07740837],"study_design_scores_gemma":[0.00001079053,0.00002092356,0.000385893,0.0007195754,0.0000142251,0.000106541,0.02288637,0.00009368448,0.0002968209,0.01650459,0.9589419,0.0000186665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01216615,0.00773478,0.04578737,0.09844226,0.008094007,0.000753965,0.002028397,0.0008505115,0.8241425],"genre_scores_gemma":[0.3308807,0.01026888,0.05467555,0.02686734,0.002119319,0.00229533,0.002430722,0.00139799,0.5690641],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9601467,"threshold_uncertainty_score":0.210767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7226835636826672,"score_gpt":0.6318377535167083,"score_spread":0.09084581016595883,"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."}}