{"id":"W3087798633","doi":"10.29173/wclawr20","title":"“They open the door, kick you out, and say, ‘Go’\"","year":2020,"lang":"en","type":"article","venue":"The Wrongful Conviction Law Review","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"Imprisonment; Action (physics); Reentry; Psychology; Engineering ethics; Political science; Public relations; Sociology; Engineering; Criminology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012335,0.0001120375,0.0002493421,0.000009078136,0.001378571,0.0002826442,0.0006195335,0.00003701492,0.0009297521],"category_scores_gemma":[0.0001973859,0.00006312691,0.0001073218,0.0003509925,0.0002826921,0.0002366103,0.0001794001,0.0001835875,0.000508991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003810604,"about_ca_system_score_gemma":0.00006825262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01764096,"about_ca_topic_score_gemma":0.02306698,"domain_scores_codex":[0.9985703,0.0005325123,0.0002487913,0.0002258905,0.0002423143,0.0001801992],"domain_scores_gemma":[0.9991953,0.0001526129,0.000133039,0.0002947324,0.0001153507,0.0001089313],"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":[0.00005423711,0.0000780113,0.0002217804,0.0007991892,0.0002950442,0.000005945212,0.06431561,0.00001710621,0.00004841037,0.5379451,0.05271808,0.3435015],"study_design_scores_gemma":[0.00006974353,0.00002785922,0.00003611575,0.0001644674,0.0007110044,0.000003257105,0.02117668,0.00004487756,0.000003663404,0.0002643367,0.9774024,0.00009562891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01002637,0.113869,0.0008234336,0.5365644,0.001312843,0.003407335,0.00001972076,0.0002501691,0.3337267],"genre_scores_gemma":[0.6652293,0.2472944,0.00004948516,0.07965587,0.001049828,0.0001778071,0.00001047446,0.00002790655,0.006504928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9246843,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07209259018534268,"score_gpt":0.3584743269448965,"score_spread":0.2863817367595538,"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."}}