{"id":"W2104374548","doi":"10.1007/978-3-319-19030-3_2","title":"A Brief Orientation in the Literature","year":2015,"lang":"en","type":"book-chapter","venue":"Springer briefs in geography","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Orientation (vector space); Psychology; Geometry; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001040263,0.0009844177,0.0006200531,0.003758526,0.002154457,0.006225282,0.0009308139,0.002738956,0.0497022],"category_scores_gemma":[0.002352087,0.0003205641,0.0003589172,0.005755813,0.003661031,0.007047356,0.002165532,0.003981338,0.018504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003601913,"about_ca_system_score_gemma":0.002591284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005101009,"about_ca_topic_score_gemma":0.006772631,"domain_scores_codex":[0.9993679,0.0002373128,0.00003586279,0.0001014101,0.0001923406,0.00006525467],"domain_scores_gemma":[0.9992278,0.0004411259,0.00004392245,0.00003471133,0.0001695018,0.00008290146],"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":[0.00001652889,0.00002856748,0.00008223038,0.0004123944,0.00000329812,0.00006909669,0.0006815234,0.0001459216,0.0001748576,0.499448,0.4375065,0.06143101],"study_design_scores_gemma":[9.654129e-7,0.000004314208,0.00006846221,0.0003031358,8.982527e-7,0.00002856993,0.0002443444,0.00002938141,0.0000202976,0.03146457,0.9678321,0.000002986997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009174009,0.3610267,0.004458046,0.06529907,0.03628659,0.0000507588,0.0004755158,0.0001405185,0.5313454],"genre_scores_gemma":[0.01816601,0.2885748,0.003064396,0.0307571,0.02978169,0.0001422455,0.0007408509,0.0002899901,0.6284829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0497022,"threshold_uncertainty_score":0.1662704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04682474243784839,"score_gpt":0.3208268704543731,"score_spread":0.2740021280165247,"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."}}