{"id":"W7006740927","doi":"","title":"Water Well Told: Storytelling in source water protection","year":2021,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Water Resources and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Indigenous; Function (biology); Framing (construction); Value (mathematics); Government (linguistics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001661244,0.0002396898,0.0004117617,0.0003707045,0.000633013,0.00005371208,0.0006853481,0.0005348853,0.00334048],"category_scores_gemma":[0.000002969421,0.0002644168,0.0002515292,0.0003271511,0.0001908646,0.001356686,0.000177018,0.00050165,0.000127075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995418,"about_ca_system_score_gemma":0.0002948764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05276186,"about_ca_topic_score_gemma":0.08516491,"domain_scores_codex":[0.9981418,0.0002770371,0.0001465792,0.0005101232,0.0004305668,0.0004939052],"domain_scores_gemma":[0.9993491,0.00002228002,0.0001545789,0.0002528467,0.00007278101,0.0001483913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007045547,0.0001921271,0.002218564,0.0003651834,0.0001142068,0.000520983,0.989149,0.0003038238,0.002735915,0.00009459097,0.0008900641,0.002711028],"study_design_scores_gemma":[0.0004355774,0.00003271747,0.0004861389,0.0001918625,0.00004601275,5.196925e-7,0.5438136,0.00001941181,0.005835909,0.0000726744,0.4487565,0.0003090159],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686978,0.00008832102,0.0001069348,0.000920875,0.0002991884,0.0003592334,0.000025221,0.0001138937,0.02938848],"genre_scores_gemma":[0.5627441,0.0001993765,0.0001720866,0.00002039422,0.00008418121,6.341639e-8,0.0003782112,0.00002193441,0.4363796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4478664,"threshold_uncertainty_score":0.9999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007890162715483824,"score_gpt":0.1733352252653094,"score_spread":0.1654450625498256,"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."}}