{"id":"W2581456122","doi":"","title":"Swimming against the tide: New challenges for unions under Australian labour law","year":2016,"lang":"en","type":"article","venue":"RMIT Research Repository (RMIT University Library)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statute; Labour law; Law; Political science; Politics; Government (linguistics); Trade union; Public administration; Economics; Labour economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006605063,0.0001451401,0.0001520255,0.0001730245,0.003686568,0.0002512934,0.001125739,0.0001734361,0.0001654475],"category_scores_gemma":[0.00008704609,0.000100492,0.0001403368,0.0005501736,0.0008274543,0.001541291,0.0003040424,0.0002890884,0.00001987433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479656,"about_ca_system_score_gemma":0.0009241533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005901754,"about_ca_topic_score_gemma":0.003911061,"domain_scores_codex":[0.9971394,0.000805451,0.0001556181,0.0004146305,0.0006785346,0.0008063632],"domain_scores_gemma":[0.9979436,0.0008219475,0.00007291669,0.0005001392,0.0001957401,0.0004655907],"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":[0.00003106326,0.00006272462,0.0006260091,0.000007010445,0.0000609107,0.00003385486,0.001186289,0.000002022913,0.0006508151,0.9551656,0.03835149,0.00382218],"study_design_scores_gemma":[0.000527172,0.00006584004,0.0109095,0.00006321066,0.00001313605,5.630822e-7,0.007260259,9.974585e-7,0.001451753,0.006551138,0.9729924,0.0001640484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1896354,0.0004167061,0.0002317345,0.2784362,0.0008023157,0.001514329,0.0001690078,0.0004359626,0.5283583],"genre_scores_gemma":[0.5016668,0.0009129982,0.0001625005,0.0002871862,0.0005572757,0.000003109426,0.000005585245,0.00002055631,0.496384],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9486145,"threshold_uncertainty_score":0.9976105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08871586072864898,"score_gpt":0.320251519575033,"score_spread":0.231535658846384,"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."}}