{"id":"W7159738204","doi":"","title":"Conclusion","year":2019,"lang":"fr","type":"other","venue":"Cairn.info","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Qualitative analysis; Occupational training","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000436865,0.001054444,0.001150889,0.0004864728,0.0001748558,0.0001461681,0.001017786,0.001533087,0.3965262],"category_scores_gemma":[0.0003273642,0.001095552,0.000499162,0.0004435861,0.0005715714,0.0002075807,0.0008467324,0.0008145635,0.8648702],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006756601,"about_ca_system_score_gemma":0.0006850659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00490122,"about_ca_topic_score_gemma":0.00153258,"domain_scores_codex":[0.9961182,0.0002153742,0.0006709792,0.001006204,0.0009067561,0.001082513],"domain_scores_gemma":[0.9964459,0.0002090561,0.0007623216,0.001890188,0.0002395415,0.0004530164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007119159,0.0001210733,0.001321321,0.0004897022,0.0002718314,0.0001417574,0.002678044,0.00006972242,0.003343591,0.05454742,0.9281842,0.008760125],"study_design_scores_gemma":[0.001715671,0.0001810158,0.001075685,0.001313388,0.0002638741,0.00006800436,0.0001017882,0.0003650606,0.0004556856,0.0001063351,0.9930985,0.001254995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009748408,0.007026693,0.000104946,0.0006548734,0.007501239,0.001549227,0.0007035881,0.0004457108,0.9810389],"genre_scores_gemma":[0.001298502,0.000232554,0.0005629642,0.0005590311,0.002302663,0.00003198434,0.0002093879,0.001972293,0.9928306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.468344,"threshold_uncertainty_score":0.9997631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008402312304909646,"score_gpt":0.2371967673667298,"score_spread":0.2287944550618201,"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."}}