{"id":"W2936877487","doi":"10.18733/cpi29465","title":"Part 4: Living the Life: UWI, Geography: Memories - Forming Communities; Final research projects &amp; preparing for assessments and examinations in Geography","year":2019,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Geography; Human geography; Regional science; Economic geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00283207,0.0001927761,0.000288336,0.0002511283,0.002499196,0.0003983457,0.0003569803,0.0002156128,0.00008747856],"category_scores_gemma":[0.000475578,0.0001246478,0.0001556146,0.001426516,0.00190108,0.0005980402,0.0002572597,0.0006526764,0.000003558976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002431239,"about_ca_system_score_gemma":0.00005693474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136685,"about_ca_topic_score_gemma":0.003746117,"domain_scores_codex":[0.997298,0.0007640023,0.0003241679,0.0003629564,0.0005435166,0.000707373],"domain_scores_gemma":[0.997079,0.002115435,0.00008073387,0.0002196168,0.000272799,0.0002324878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001144936,0.0003103914,0.7759861,0.0002072681,0.0001031547,0.000001740661,0.1576372,0.000007091292,0.00004481284,0.04604863,0.001666081,0.01787297],"study_design_scores_gemma":[0.0005095959,0.0003340262,0.2876955,0.000283876,0.00004593884,0.000003121806,0.1695795,0.00007183901,0.000002339619,0.007765092,0.5332693,0.0004398874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847373,0.002758911,0.00004102056,0.000798314,0.0003585658,0.001025575,0.00001216312,0.0000627043,0.01020543],"genre_scores_gemma":[0.9954043,0.002196613,0.0003735623,0.0001613768,0.000389271,0.0002905032,0.00002393002,0.000008729041,0.00115173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5316032,"threshold_uncertainty_score":0.9987994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7361114637978592,"score_gpt":0.5396567020132693,"score_spread":0.1964547617845899,"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."}}