{"id":"W7040804205","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Key (lock); Constructed language; English language; Plain language","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","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001861385,0.0007036121,0.001832187,0.0008402694,0.001119425,0.002412094,0.009412093,0.0004293524,0.09561655],"category_scores_gemma":[0.0008149799,0.0007926541,0.0003429374,0.0008279645,0.00264801,0.002406063,0.004783668,0.0004895598,0.0001477714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003404198,"about_ca_system_score_gemma":0.003593158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0348331,"about_ca_topic_score_gemma":0.5029553,"domain_scores_codex":[0.9936408,0.00159794,0.001133157,0.001467861,0.001188256,0.0009719633],"domain_scores_gemma":[0.9951857,0.0006161042,0.002056951,0.001238899,0.0004454479,0.0004568987],"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":[0.0002455704,0.0007722987,0.2682324,0.0005102659,0.00126091,0.0001803663,0.006047442,0.00000825244,0.0004337098,0.4590136,0.07388289,0.1894123],"study_design_scores_gemma":[0.0009364528,0.00003356276,0.05156339,0.0006230958,0.00007843287,0.000002304868,0.0006850494,0.000002143847,0.0002739033,0.002344492,0.9425939,0.0008632626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01063588,0.0005807842,0.0001400723,0.001310605,0.002049089,0.002511777,0.00001258296,0.0002256716,0.9825335],"genre_scores_gemma":[0.03386591,0.001989361,0.002317136,0.0009401382,0.001087614,0.0005414437,0.0008569397,0.0005852142,0.9578162],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8687111,"threshold_uncertainty_score":0.9994524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137068011574863,"score_gpt":0.4434041982413557,"score_spread":0.3296973970838695,"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."}}