{"id":"W3168374504","doi":"10.2218/jls.5629","title":"Book review: The prehistoric apprentice: Investigating apprenticeship, know-how and expertise in prehistoric technologies; L’apprenti préhistorique: Appréhender l’apprentissage, les savoir-faire et l’expertise à travers les productions techniques des soci","year":2021,"lang":"en","type":"article","venue":"Journal of Lithic Studies","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Apprenticeship; Prehistory; Sociocultural evolution; Sociology; Field (mathematics); Archaeology; History; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002271236,0.0004160836,0.0009439283,0.0003079388,0.001664062,0.0001006845,0.0006398414,0.0002997763,0.00003262767],"category_scores_gemma":[0.006056875,0.0003206346,0.0002715753,0.0009026326,0.003676166,0.0008117518,0.0003979256,0.001180745,6.87172e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300437,"about_ca_system_score_gemma":0.0005448648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004481131,"about_ca_topic_score_gemma":0.001809207,"domain_scores_codex":[0.9955561,0.001413784,0.001047289,0.0005903146,0.0007662521,0.0006262389],"domain_scores_gemma":[0.9969299,0.0006011466,0.001065699,0.0004359344,0.0008209302,0.0001463929],"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":[0.00004970696,0.0005800733,0.02243463,0.002687625,0.0006336582,0.0001350663,0.2645174,0.000008203585,0.00146434,0.001567391,0.489347,0.2165749],"study_design_scores_gemma":[0.0005906871,0.0002093597,0.001898401,0.004600116,0.0003637755,0.0001939989,0.1267729,0.00001739386,0.001439893,0.002220597,0.8611033,0.0005895683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03045295,0.917976,0.000458243,0.04817587,0.0008911323,0.0007262122,0.000005488281,0.0001726078,0.00114151],"genre_scores_gemma":[0.2386917,0.7448601,0.00498048,0.0006410054,0.0005336938,0.0003859794,0.00000415081,0.00005719237,0.009845674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3717563,"threshold_uncertainty_score":0.9999246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07668563235322072,"score_gpt":0.3449205420145698,"score_spread":0.2682349096613491,"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."}}