{"id":"W7041046260","doi":"","title":"","year":2023,"lang":"fr","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Research methodology; Quarter (Canadian coin)","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.00816818,0.005084109,0.008265021,0.006239175,0.002278026,0.02726238,0.04591338,0.001361184,0.3736741],"category_scores_gemma":[0.005612573,0.006123432,0.001894574,0.006532637,0.005316766,0.03906306,0.02997299,0.00262602,0.2387079],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005741398,"about_ca_system_score_gemma":0.006578076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0851616,"about_ca_topic_score_gemma":0.174804,"domain_scores_codex":[0.9717302,0.004713274,0.007573606,0.006981517,0.005010174,0.003991269],"domain_scores_gemma":[0.9685189,0.004878983,0.01406133,0.00747089,0.003171062,0.00189881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002573328,0.002686025,0.1250504,0.002544392,0.00840908,0.000397187,0.001533596,0.0009802787,0.005805893,0.2479357,0.01707951,0.5850046],"study_design_scores_gemma":[0.005687611,0.0002285006,0.2709255,0.006200032,0.001485089,0.00003046646,0.000264891,0.0003439058,0.003794588,0.003680958,0.7028487,0.004509739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02187163,0.0007740987,0.0003340379,0.001432853,0.0117771,0.02091126,0.0002606383,0.003400359,0.939238],"genre_scores_gemma":[0.03358468,0.001272844,0.002100307,0.0007400818,0.001873743,0.004882926,0.002880452,0.01943421,0.9332308],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6857692,"threshold_uncertainty_score":0.9999353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140699912937573,"score_gpt":0.4433114043133086,"score_spread":0.3026114913757356,"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."}}