{"id":"W7110624057","doi":"","title":"The Association of Professional Geographers of Catalonia (AGPC), 25 years supporting professionals of geography and territory","year":2015,"lang":"ca","type":"article","venue":"Universitat de Girona Digital Repository (Universitat de Girona)","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Association (psychology); Professional association; Institution; Work (physics); Value (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001523787,0.0004040714,0.0007316198,0.0007124176,0.001000894,0.00008789948,0.000976785,0.0006657355,0.00002282433],"category_scores_gemma":[0.0003712996,0.0004144145,0.0007944157,0.001924655,0.002731496,0.001235842,0.0004514382,0.0006164335,0.000004078016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006776309,"about_ca_system_score_gemma":0.001222227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241179,"about_ca_topic_score_gemma":0.0001705718,"domain_scores_codex":[0.9950503,0.0007932635,0.0007799083,0.0006115723,0.001755844,0.001009085],"domain_scores_gemma":[0.9948455,0.001429356,0.001735917,0.0004377261,0.0007598058,0.0007916881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00089572,0.00102104,0.9279135,0.0003608339,0.001295786,0.0002158567,0.03087585,0.00003544071,0.0007643433,0.01082218,0.01862228,0.007177177],"study_design_scores_gemma":[0.003489013,0.001307761,0.6760228,0.0008289319,0.001139203,0.00002774541,0.2099967,0.00007883874,0.0002982621,0.008058324,0.09760708,0.001145322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641229,0.003608623,0.00005535305,0.0008436482,0.001160164,0.0005771082,0.0003707393,0.0000571425,0.02920434],"genre_scores_gemma":[0.9887651,0.0003037644,0.0003554768,0.0000304264,0.0001131603,0.000002959529,0.0000447636,0.000030289,0.01035411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2518907,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005767395530239391,"score_gpt":0.2320958727290059,"score_spread":0.2263284771987665,"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."}}