{"id":"W2981770305","doi":"10.22329/csw.v15i1.5907","title":"Hitting the Ground Running","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Metaphor; Work (physics); Phrase; Sociology; Lexicon; Context (archaeology); Common ground; Expression (computer science); Epistemology; Political science; Public relations; Linguistics; History; Computer science; Engineering; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001481259,0.0005273088,0.0002734215,0.0009486674,0.01011606,0.00464696,0.0009395248,0.002367605,0.007909331],"category_scores_gemma":[0.005303379,0.0001699652,0.0002626657,0.0007418423,0.02128905,0.003743532,0.004438141,0.005068862,0.001540327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225282,"about_ca_system_score_gemma":0.0034191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01926501,"about_ca_topic_score_gemma":0.02974397,"domain_scores_codex":[0.9970077,0.001593425,0.00005676423,0.0003070984,0.0005251604,0.0005097816],"domain_scores_gemma":[0.9982425,0.0006053762,0.0002510615,0.0001239934,0.0004015048,0.0003755751],"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":[0.0000843977,0.00003476701,0.003144948,0.0002568471,0.00001064317,0.001306334,0.3878696,0.000210775,0.001693749,0.4823323,0.06900205,0.05405353],"study_design_scores_gemma":[0.000007376311,0.0001085853,0.003995819,0.000650519,0.00001146844,0.001763977,0.1704089,0.0002298512,0.000832313,0.03123381,0.7907106,0.00004680392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1939906,0.01019036,0.01672564,0.06689732,0.00762709,0.00004603676,0.00009668458,0.0004207757,0.7040055],"genre_scores_gemma":[0.941847,0.002163593,0.001686894,0.007008543,0.0005162881,0.00002334491,0.00004522617,0.0001441956,0.04656506],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01926501,"threshold_uncertainty_score":0.0383057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04735082075155055,"score_gpt":0.4025155264915241,"score_spread":0.3551647057399736,"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."}}