{"id":"W4231756429","doi":"10.1353/nin.2001.0050","title":"Contributors","year":2001,"lang":"en","type":"article","venue":"Nine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001797332,0.0009525175,0.0007010485,0.004005249,0.002639906,0.00452762,0.001706432,0.001520755,0.8387327],"category_scores_gemma":[0.01472939,0.0004520866,0.0003535818,0.001661387,0.0004920109,0.001618706,0.002823434,0.001671476,0.6933152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001453214,"about_ca_system_score_gemma":0.003450419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002709192,"about_ca_topic_score_gemma":0.004725148,"domain_scores_codex":[0.9983611,0.0002555901,0.00006078386,0.0002442452,0.0008288081,0.0002494861],"domain_scores_gemma":[0.9889778,0.00125834,0.0003571886,0.001082448,0.005624995,0.002699158],"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":[0.0001399748,0.00004370465,0.0006865745,0.00009977179,0.000003319765,0.00009651602,0.0001262422,0.00002801911,0.0002426503,0.003575714,0.9264197,0.06853778],"study_design_scores_gemma":[0.00001184237,0.000006199423,0.000321832,0.00005751571,0.00000395791,0.00007568391,0.0001265262,0.00004426268,0.0001426169,0.0004007923,0.998805,0.000003784647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001989228,0.001087153,0.003355886,0.01022938,0.0129024,0.0006499895,0.009023041,0.003354901,0.957408],"genre_scores_gemma":[0.002490442,0.0002173165,0.0005744864,0.0008579355,0.0003989537,0.0001232763,0.001747372,0.0003415582,0.9932487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1612673,"threshold_uncertainty_score":0.2300283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229552701399692,"score_gpt":0.2591555063937006,"score_spread":0.2468599793797037,"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."}}