{"id":"W7134038541","doi":"10.13016/m23n6v-x6wz","title":"A Beautiful Day To Be A Retriever","year":2025,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; Mosaic; Community practice; Animal welfare; Academic community","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":[0.002752044,0.001139681,0.0009806999,0.001220722,0.01660313,0.01340651,0.001791286,0.003305808,0.1415091],"category_scores_gemma":[0.006804937,0.0006301356,0.0008906743,0.0007684284,0.003591179,0.007696358,0.01098228,0.006881512,0.1002182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520479,"about_ca_system_score_gemma":0.002061779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004013435,"about_ca_topic_score_gemma":0.01840096,"domain_scores_codex":[0.9975806,0.000586588,0.00005872073,0.0003044281,0.0009037947,0.0005657357],"domain_scores_gemma":[0.9950837,0.0002247727,0.0001455969,0.0006780223,0.0009777348,0.002890211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006237572,0.00005875381,0.0002621182,0.00005636816,0.00001082785,0.0002798767,0.00288451,0.00002498838,0.0006186671,0.00457703,0.9667173,0.02444715],"study_design_scores_gemma":[0.000005354527,0.00002596316,0.0004269435,0.00004797559,0.000002041921,0.0002108662,0.003345937,0.00001408665,0.00009395386,0.0007363603,0.9950706,0.00002003073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01749167,0.008090518,0.009685395,0.11822,0.1012012,0.000405118,0.001817432,0.005573435,0.7375152],"genre_scores_gemma":[0.04207082,0.002033531,0.006207292,0.02496188,0.01097078,0.0001511721,0.001014525,0.002466137,0.9101239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1415091,"threshold_uncertainty_score":0.473395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06922610594763907,"score_gpt":0.4546783756838353,"score_spread":0.3854522697361963,"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."}}