{"id":"W2909700005","doi":"10.37119/ojs2018.v24i2.406","title":"Collaboration: Finding our Way Within, Around, and Through","year":2018,"lang":"en","type":"article","venue":"in education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Curiosity; Sociology; Psychology; Engineering ethics; Social psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01151874,0.0006163897,0.0006002937,0.001452899,0.0147713,0.02198631,0.002073585,0.005951303,0.003694037],"category_scores_gemma":[0.03388399,0.000420572,0.0006610218,0.001600116,0.02896723,0.02246974,0.01854255,0.005354749,0.001622733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001947027,"about_ca_system_score_gemma":0.01004256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228434,"about_ca_topic_score_gemma":0.00259993,"domain_scores_codex":[0.9673555,0.02386029,0.000786843,0.001839485,0.004023959,0.002133935],"domain_scores_gemma":[0.9734445,0.01570468,0.002982373,0.002464541,0.0022906,0.003113375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005497759,0.00007255311,0.003217687,0.000633513,0.00003884837,0.0005942499,0.6005827,0.0003365968,0.001312721,0.2862427,0.02395204,0.08296148],"study_design_scores_gemma":[0.0000174327,0.0001235428,0.001600247,0.001166937,0.00002769692,0.001158191,0.3754941,0.0004991167,0.0008958092,0.1496789,0.4692806,0.00005740791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1722163,0.02811854,0.1756466,0.1450851,0.005224743,0.0002137432,0.00009113642,0.0005936876,0.4728101],"genre_scores_gemma":[0.9478039,0.00715275,0.01420372,0.003725328,0.0007751541,0.0001475603,0.00004822605,0.000205731,0.0259376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02198631,"threshold_uncertainty_score":0.06091762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375442807662809,"score_gpt":0.4491565219847428,"score_spread":0.3116122412184619,"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."}}