{"id":"W6977763059","doi":"10.7275/7920","title":"Young parents’ experiences and perceptions of ‘Teen Mom’ reality shows","year":2019,"lang":"en","type":"other","venue":"University of Massachusetts (UMass) Amherst","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Judgement; Young adult; Ethnography; Qualitative research; Stigma (botany); Phenomenon","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004247836,0.0006293768,0.001208618,0.0008710296,0.000192276,0.00003240866,0.001097905,0.0007321799,0.007861095],"category_scores_gemma":[0.00005056179,0.0007494057,0.000334194,0.0004379016,0.001611613,0.0003036608,0.0002939988,0.0004502424,0.0006167821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310431,"about_ca_system_score_gemma":0.0001922859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01659726,"about_ca_topic_score_gemma":0.01222003,"domain_scores_codex":[0.9967191,0.0003802255,0.0004035759,0.0009981586,0.0009434448,0.000555555],"domain_scores_gemma":[0.9970909,0.0001043503,0.001107262,0.00124767,0.0001781651,0.0002717015],"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":[0.0002337749,0.00045519,0.1420223,0.0006709463,0.0008127773,0.0000413039,0.036149,0.00001639492,0.001157816,0.000563964,0.8174552,0.0004213397],"study_design_scores_gemma":[0.004722144,0.0004486783,0.04194506,0.00135255,0.001341884,0.0000297299,0.4695117,0.000211349,0.00009018965,0.00005923217,0.4780821,0.002205396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07973073,0.0004437324,0.000298836,0.0001530435,0.0004520509,0.00123911,0.004642545,0.0004631933,0.9125767],"genre_scores_gemma":[0.4437827,0.0001676436,0.001472864,0.00001354608,0.0001044115,0.00000239033,0.0003696502,0.0004964183,0.5535904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4333627,"threshold_uncertainty_score":0.9994957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747631831303424,"score_gpt":0.231496028116923,"score_spread":0.2140197098038888,"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."}}