{"id":"W7009978130","doi":"","title":"Fostering a Culture of Collaboration Among Early Childhood Professionals in Higher Education","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Obligation; Higher education; Organizational culture; Early childhood; Citizen journalism; Context (archaeology); Early childhood education; Professional development","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":[0.01134086,0.0002584033,0.000262543,0.00143712,0.01568694,0.009457042,0.001534877,0.001663842,0.001767726],"category_scores_gemma":[0.01261271,0.0002689043,0.0002566465,0.001120863,0.009309551,0.003256546,0.01168925,0.003420828,0.0004239496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01431621,"about_ca_system_score_gemma":0.05287285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08859554,"about_ca_topic_score_gemma":0.2138281,"domain_scores_codex":[0.9874032,0.005674162,0.0003373852,0.0006031439,0.004250797,0.001731395],"domain_scores_gemma":[0.9864703,0.002789146,0.00210818,0.000718367,0.002652869,0.005261239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004981529,0.0005843344,0.05370113,0.0006650989,0.00003254019,0.0008607117,0.5777172,0.0003426097,0.004121696,0.06252447,0.01966551,0.2797349],"study_design_scores_gemma":[0.00002974536,0.000475114,0.1133171,0.001416945,0.00003776971,0.001585293,0.5427876,0.0007304067,0.003751856,0.01468388,0.3210489,0.000135424],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7572758,0.004290968,0.02617374,0.03626709,0.0006319149,0.0006403064,0.00006355741,0.0003256034,0.1743311],"genre_scores_gemma":[0.9665456,0.001654134,0.01670946,0.002387247,0.00004615937,0.0001988753,0.00004265345,0.00004250474,0.01237322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08859554,"threshold_uncertainty_score":0.1761597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2057756610280356,"score_gpt":0.4062455005807471,"score_spread":0.2004698395527115,"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."}}