{"id":"W6999088730","doi":"","title":"Capitalizing on Craic: Travel and Activities","year":2019,"lang":"en","type":"article","venue":"DigitalCommons@Linfield (Linfield College)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; University of Galway; National University of Ireland","keywords":"Work (physics); Study abroad; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002788382,0.0002431173,0.0003959124,0.0001293718,0.0005535163,0.000277344,0.0002771875,0.0002582907,0.0003554672],"category_scores_gemma":[0.0001981662,0.0002470645,0.0001490727,0.0002174038,0.0002319299,0.0004920444,0.0001263041,0.0003323797,0.00009708851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004150501,"about_ca_system_score_gemma":0.0001296043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009215011,"about_ca_topic_score_gemma":0.0008204899,"domain_scores_codex":[0.9982368,0.00007230905,0.0003022994,0.0003983816,0.0004214502,0.0005687126],"domain_scores_gemma":[0.998478,0.0008885053,0.00009197078,0.0002972744,0.00006942573,0.0001748433],"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":[0.0003180937,0.0005361788,0.06568997,0.0002102361,0.000404077,0.0002228463,0.01489663,0.00002731971,0.000267339,0.5471383,0.3192734,0.05101562],"study_design_scores_gemma":[0.004202286,0.001519282,0.02373374,0.000691773,0.00009607594,0.00005408768,0.1742809,0.0001738287,0.00499522,0.01014857,0.7772065,0.002897676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3773259,0.0002899336,0.0000145825,0.002445329,0.0005068867,0.0003164656,0.00002859646,0.00009011565,0.6189822],"genre_scores_gemma":[0.9807328,0.0002874804,0.00005747082,0.00161839,0.0003215331,0.00002588587,0.000005100186,0.00001925626,0.0169321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6034068,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598438619610972,"score_gpt":0.2665895061521604,"score_spread":0.2506051199560507,"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."}}