{"id":"W4213293071","doi":"10.7202/1062480ar","title":"Contributors","year":2019,"lang":"en","type":"article","venue":"Material Culture Review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.0003550627,0.0001850969,0.0005253585,0.00001334241,0.00002902529,0.00005959778,0.0002077712,0.00006911853,0.02085179],"category_scores_gemma":[0.00006882086,0.0001200468,0.000118363,0.0001804702,0.00001752673,0.000124098,0.00005562941,0.00007051822,0.1353485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005702344,"about_ca_system_score_gemma":0.00001707684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009423913,"about_ca_topic_score_gemma":0.000001108752,"domain_scores_codex":[0.9988746,0.0001364119,0.0002874563,0.0002361723,0.0002057577,0.0002596007],"domain_scores_gemma":[0.9993337,0.000005305654,0.0001325614,0.0003633753,0.00008970316,0.00007530169],"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":[0.0000532147,0.00005574182,0.0003349491,0.01029138,0.00006952307,0.0000145628,0.00006681801,2.504885e-7,0.2359904,0.008003678,0.7423272,0.002792311],"study_design_scores_gemma":[0.0002312973,0.000032643,0.0001201086,0.00267868,0.00006479134,0.00002298863,0.000002694627,2.033139e-7,0.003876545,0.00004047879,0.9927495,0.0001800571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2360678,0.5361843,0.000006802092,0.001525954,0.00925885,0.00906656,0.001960633,0.001826942,0.2041022],"genre_scores_gemma":[0.7868552,0.1318772,0.001143725,0.01671796,0.003827609,0.0005739167,0.003248865,0.0005057608,0.05524973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5507874,"threshold_uncertainty_score":0.9800433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007263669960880426,"score_gpt":0.2608608121305259,"score_spread":0.2535971421696455,"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."}}