{"id":"W6922230006","doi":"10.11575/prism/48936","title":"BRACKISH - A Transdisciplinary Exploration of Water","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brackish water; Space (punctuation); Liminality; Estuary; Brackish marsh; Fauna; Limnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002580308,0.0005515206,0.0003712009,0.0007856952,0.0113849,0.007285266,0.0008717431,0.001685572,0.01004642],"category_scores_gemma":[0.003076534,0.0002566697,0.0005160974,0.0008146926,0.01045237,0.005582106,0.01509947,0.002641319,0.0009920459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002062132,"about_ca_system_score_gemma":0.004245943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005068513,"about_ca_topic_score_gemma":0.02730919,"domain_scores_codex":[0.9972662,0.001915952,0.00004477676,0.0002150164,0.0003039873,0.0002540711],"domain_scores_gemma":[0.9983829,0.0005955024,0.00005442419,0.0001312731,0.0001147556,0.00072123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008643179,0.0001085972,0.002481956,0.0003760077,0.00003037935,0.002119082,0.7688526,0.0004124712,0.006051532,0.08440658,0.05545435,0.07962003],"study_design_scores_gemma":[0.000006992367,0.00006388619,0.001735042,0.0002864933,0.000006274215,0.000811385,0.4191044,0.0001915216,0.0004240123,0.01774128,0.5596043,0.00002438475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4034393,0.01283495,0.02011281,0.04219781,0.003494325,0.0003087312,0.0002957977,0.0003754645,0.5169408],"genre_scores_gemma":[0.8676019,0.004982515,0.009958345,0.005047226,0.0002484248,0.0001703849,0.0001039529,0.0002305143,0.1116567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0113849,"threshold_uncertainty_score":0.03360862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1882168686663361,"score_gpt":0.4755654078315544,"score_spread":0.2873485391652183,"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."}}