{"id":"W2904267045","doi":"10.4324/9780429488818-12","title":"Exploring the Psychological basis for Transitions in the Archaeological Record","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Archaeology; Basis (linear algebra); Archaeological record; Geography; History; Mathematics; Geometry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005788738,0.0002075588,0.0002298627,0.0001072887,0.000151182,0.0000286762,0.0006454058,0.0001628099,0.006843813],"category_scores_gemma":[0.0000868977,0.0001031669,0.0002163005,0.00007468976,0.0004357664,0.00005020053,0.00002864763,0.0006003719,0.000459183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002317554,"about_ca_system_score_gemma":0.00002283263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001541037,"about_ca_topic_score_gemma":0.0001325923,"domain_scores_codex":[0.9986094,0.0001351929,0.0002795774,0.0005280927,0.000173425,0.0002742986],"domain_scores_gemma":[0.997461,0.001726359,0.00007390945,0.0006734361,0.00002841696,0.00003688773],"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":[0.00006930213,0.0001844931,0.0000829392,0.000004826039,0.000009389959,0.000006515092,0.005040405,8.102812e-7,0.00001326194,0.9541892,0.01088323,0.02951566],"study_design_scores_gemma":[0.0003771109,0.0006388538,0.0252444,0.00004078034,0.00004106885,0.0001054076,0.003363859,0.00001182443,0.000003009505,0.02748401,0.9423422,0.000347503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01834161,0.0000323703,0.001017279,0.03317825,0.002576231,0.001288725,0.00005266004,0.00005318765,0.9434597],"genre_scores_gemma":[0.3207823,0.0002131743,0.000337231,0.01084282,0.0004372218,0.001137572,0.00002018901,0.00003347075,0.666196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.931459,"threshold_uncertainty_score":0.9940641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3808730928624767,"score_gpt":0.4104649366990176,"score_spread":0.0295918438365409,"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."}}