{"id":"W4254708744","doi":"10.1080/00330124.2016.1140493","title":"Introduction","year":2016,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001486189,0.0007157882,0.0003546814,0.001751799,0.001668958,0.004826352,0.001674521,0.001942994,0.5164515],"category_scores_gemma":[0.005752832,0.0002256398,0.0004981271,0.001572924,0.0008802488,0.00247468,0.002951309,0.001564135,0.3936333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682151,"about_ca_system_score_gemma":0.003610382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005069314,"about_ca_topic_score_gemma":0.006380565,"domain_scores_codex":[0.9987617,0.0001671259,0.00004671922,0.0002836358,0.0005724784,0.000168503],"domain_scores_gemma":[0.9975547,0.0003368452,0.00009698902,0.000311494,0.001198847,0.0005011733],"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":[0.00004276481,0.00003913903,0.0005524067,0.0001822243,0.00000273505,0.00006716356,0.000297233,0.00008962688,0.0002991339,0.04343382,0.7864102,0.1685835],"study_design_scores_gemma":[0.000002101721,0.000006639544,0.0002378831,0.00007108658,0.000001029017,0.00003509031,0.000101086,0.00001684753,0.00007531446,0.002887992,0.9965622,0.000002868554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001504236,0.002294164,0.007770399,0.01481131,0.009353018,0.0002424559,0.006053105,0.001515056,0.9564562],"genre_scores_gemma":[0.008107502,0.002211228,0.00408849,0.005503168,0.002284627,0.000207881,0.004867943,0.0005256954,0.9722034],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5164515,"threshold_uncertainty_score":0.6897233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015736746826987,"score_gpt":0.2659953920577547,"score_spread":0.2558380245894848,"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."}}