{"id":"W7160065715","doi":"10.14288/pace.v2i1.201388","title":"Professional Love on Purpose","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Winnipeg","funders":"","keywords":"TRACE (psycholinguistics); Early childhood; Lived experience; Professional development","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01635599,0.0006156644,0.0007264387,0.001173373,0.02185715,0.014979,0.001358633,0.005049475,0.00890193],"category_scores_gemma":[0.03242727,0.0003884418,0.0005814859,0.0006760467,0.05838071,0.01368326,0.01676874,0.01032894,0.002987855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005415353,"about_ca_system_score_gemma":0.01262492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00705044,"about_ca_topic_score_gemma":0.011151,"domain_scores_codex":[0.9702557,0.01812225,0.0007652382,0.001617914,0.005545331,0.003693451],"domain_scores_gemma":[0.9672304,0.01100319,0.002005611,0.004996393,0.006665623,0.008098682],"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":[0.0000234033,0.0000324127,0.001042426,0.0001110339,0.00000897038,0.0003716951,0.153501,0.00004533475,0.0003727679,0.7848877,0.03480943,0.02479372],"study_design_scores_gemma":[0.000009251537,0.00004714701,0.0006711786,0.0004452654,0.00001058205,0.0006666073,0.06737698,0.00006533833,0.0003049661,0.1161945,0.8141794,0.00002890699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0257424,0.004446671,0.01775678,0.1347125,0.004257008,0.0001179724,0.00004378251,0.0001782889,0.8127446],"genre_scores_gemma":[0.8204016,0.002821886,0.006831511,0.0299442,0.00180734,0.0001784673,0.00005332439,0.0002733131,0.1376884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02185715,"threshold_uncertainty_score":0.08649981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194666325015204,"score_gpt":0.3944136344800807,"score_spread":0.3524669712299286,"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."}}