{"id":"W4234820417","doi":"10.37237/120201","title":"Introduction","year":2021,"lang":"en","type":"article","venue":"Studies in Self-Access Learning Journal","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; History; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003736996,0.0008655517,0.0006399009,0.001665874,0.00148344,0.006027871,0.001934836,0.003482727,0.3177185],"category_scores_gemma":[0.02033071,0.0003244269,0.0007398961,0.001098587,0.0009083318,0.003870415,0.00212911,0.004004397,0.1593923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615783,"about_ca_system_score_gemma":0.002954382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169722,"about_ca_topic_score_gemma":0.002309061,"domain_scores_codex":[0.9971088,0.000460302,0.0002245866,0.0005121653,0.001387865,0.000306343],"domain_scores_gemma":[0.9813959,0.002702675,0.0009122285,0.0006496799,0.01096571,0.00337385],"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":[0.00002547681,0.00001223678,0.0001576986,0.0001642465,0.000002117286,0.00005274746,0.00005980491,0.0000222683,0.00009908294,0.002120677,0.9735537,0.02372992],"study_design_scores_gemma":[0.000003867037,0.00001449795,0.0002492914,0.0001630437,0.000001711504,0.00006781869,0.00007278702,0.00001496957,0.00003781961,0.001048284,0.9983204,0.000005386717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001301316,0.01188686,0.003645307,0.2155697,0.5632593,0.0004076813,0.005160369,0.001286032,0.1974834],"genre_scores_gemma":[0.0117527,0.0130158,0.003707191,0.1001074,0.1885466,0.0004758785,0.005362195,0.0008370923,0.6761951],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6822815,"threshold_uncertainty_score":0.9731917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08972678647157827,"score_gpt":0.448260733146907,"score_spread":0.3585339466753287,"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."}}