{"id":"W3208952246","doi":"10.32920/ryerson.14647815.v1","title":"In Search Of Place","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Spatial and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Embodied cognition; Meaning (existential); Space (punctuation); Element (criminal law); Sense of place; Movement (music); Cognitive science; Aesthetics; Psychology; Sociology; Epistemology; Computer science; Political science; Art; Artificial intelligence; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002197127,0.00004395547,0.0001395972,0.00001517296,0.00005324966,0.00002062105,0.0001321314,0.00008811085,0.001286056],"category_scores_gemma":[0.00007141038,0.00003366252,0.00004373622,0.0001055713,0.00009725167,0.0000267158,0.000316915,0.0001392766,0.000007307579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004388727,"about_ca_system_score_gemma":0.0001401952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1462424,"about_ca_topic_score_gemma":0.1564295,"domain_scores_codex":[0.9993797,0.00008434189,0.00009415837,0.0001162725,0.0002190962,0.000106453],"domain_scores_gemma":[0.9997811,0.00003721674,0.00002113015,0.00005647454,0.00008388863,0.00002018745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004206254,0.0003929911,0.07296126,0.0004624023,0.0002017082,0.00006174057,0.7802838,0.0008357666,0.0006994229,0.09244195,0.02410465,0.02751226],"study_design_scores_gemma":[0.0006285569,0.00006087802,0.1058457,0.0007022702,0.0000378656,4.125021e-7,0.7696026,0.0001074678,0.006855202,0.009622964,0.1055308,0.001005323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7183596,0.0006799237,0.000008280837,0.004845028,0.0003066345,0.0001182746,0.000001597244,0.00001228536,0.2756684],"genre_scores_gemma":[0.9833542,0.0007280868,0.0001634685,0.00005881712,0.0001005721,0.000007265975,0.000001798196,0.000001460908,0.01558437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2649946,"threshold_uncertainty_score":0.9996269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07423054741687077,"score_gpt":0.3723646299207554,"score_spread":0.2981340825038846,"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."}}